metafile.yml 28 KB

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  1. Collections:
  2. - Name: XCiT
  3. Metadata:
  4. Architecture:
  5. - Class Attention
  6. - Local Patch Interaction
  7. - Cross-Covariance Attention
  8. Paper:
  9. Title: 'XCiT: Cross-Covariance Image Transformers'
  10. URL: https://arxiv.org/abs/2106.09681
  11. README: configs/xcit/README.md
  12. Models:
  13. - Name: xcit-nano-12-p16_3rdparty_in1k
  14. Metadata:
  15. FLOPs: 557074560
  16. Parameters: 3053224
  17. Training Data: ImageNet-1k
  18. In Collection: XCiT
  19. Results:
  20. - Dataset: ImageNet-1k
  21. Metrics:
  22. Top 1 Accuracy: 70.35
  23. Top 5 Accuracy: 89.98
  24. Task: Image Classification
  25. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-nano-12-p16_3rdparty_in1k_20230213-ed776c38.pth
  26. Config: configs/xcit/xcit-nano-12-p16_8xb128_in1k.py
  27. Converted From:
  28. Code: https://github.com/facebookresearch/xcit
  29. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_nano_12_p16_224.pth
  30. - Name: xcit-nano-12-p16_3rdparty-dist_in1k
  31. Metadata:
  32. FLOPs: 557074560
  33. Parameters: 3053224
  34. Training Data: ImageNet-1k
  35. In Collection: XCiT
  36. Results:
  37. - Dataset: ImageNet-1k
  38. Metrics:
  39. Top 1 Accuracy: 72.36
  40. Top 5 Accuracy: 91.02
  41. Task: Image Classification
  42. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-nano-12-p16_3rdparty-dist_in1k_20230213-fb247f7b.pth
  43. Config: configs/xcit/xcit-nano-12-p16_8xb128_in1k.py
  44. Converted From:
  45. Code: https://github.com/facebookresearch/xcit
  46. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_nano_12_p16_224_dist.pth
  47. - Name: xcit-tiny-12-p16_3rdparty_in1k
  48. Metadata:
  49. FLOPs: 1239698112
  50. Parameters: 6716272
  51. Training Data: ImageNet-1k
  52. In Collection: XCiT
  53. Results:
  54. - Dataset: ImageNet-1k
  55. Metrics:
  56. Top 1 Accuracy: 77.21
  57. Top 5 Accuracy: 93.62
  58. Task: Image Classification
  59. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-12-p16_3rdparty_in1k_20230213-82c547ca.pth
  60. Config: configs/xcit/xcit-tiny-12-p16_8xb128_in1k.py
  61. Converted From:
  62. Code: https://github.com/facebookresearch/xcit
  63. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p16_224.pth
  64. - Name: xcit-tiny-12-p16_3rdparty-dist_in1k
  65. Metadata:
  66. FLOPs: 1239698112
  67. Parameters: 6716272
  68. Training Data: ImageNet-1k
  69. In Collection: XCiT
  70. Results:
  71. - Dataset: ImageNet-1k
  72. Metrics:
  73. Top 1 Accuracy: 78.7
  74. Top 5 Accuracy: 94.12
  75. Task: Image Classification
  76. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-12-p16_3rdparty-dist_in1k_20230213-d5fde0a3.pth
  77. Config: configs/xcit/xcit-tiny-12-p16_8xb128_in1k.py
  78. Converted From:
  79. Code: https://github.com/facebookresearch/xcit
  80. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p16_224_dist.pth
  81. - Name: xcit-nano-12-p16_3rdparty-dist_in1k-384px
  82. Metadata:
  83. FLOPs: 1636347520
  84. Parameters: 3053224
  85. Training Data: ImageNet-1k
  86. In Collection: XCiT
  87. Results:
  88. - Dataset: ImageNet-1k
  89. Metrics:
  90. Top 1 Accuracy: 74.93
  91. Top 5 Accuracy: 92.42
  92. Task: Image Classification
  93. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-nano-12-p16_3rdparty-dist_in1k-384px_20230213-712db4d4.pth
  94. Config: configs/xcit/xcit-nano-12-p16_8xb128_in1k-384px.py
  95. Converted From:
  96. Code: https://github.com/facebookresearch/xcit
  97. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_nano_12_p16_384_dist.pth
  98. - Name: xcit-nano-12-p8_3rdparty_in1k
  99. Metadata:
  100. FLOPs: 2156861056
  101. Parameters: 3049016
  102. Training Data: ImageNet-1k
  103. In Collection: XCiT
  104. Results:
  105. - Dataset: ImageNet-1k
  106. Metrics:
  107. Top 1 Accuracy: 73.8
  108. Top 5 Accuracy: 92.08
  109. Task: Image Classification
  110. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-nano-12-p8_3rdparty_in1k_20230213-3370c293.pth
  111. Config: configs/xcit/xcit-nano-12-p8_8xb128_in1k.py
  112. Converted From:
  113. Code: https://github.com/facebookresearch/xcit
  114. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_nano_12_p8_224.pth
  115. - Name: xcit-nano-12-p8_3rdparty-dist_in1k
  116. Metadata:
  117. FLOPs: 2156861056
  118. Parameters: 3049016
  119. Training Data: ImageNet-1k
  120. In Collection: XCiT
  121. Results:
  122. - Dataset: ImageNet-1k
  123. Metrics:
  124. Top 1 Accuracy: 76.17
  125. Top 5 Accuracy: 93.08
  126. Task: Image Classification
  127. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-nano-12-p8_3rdparty-dist_in1k_20230213-2f87d2b3.pth
  128. Config: configs/xcit/xcit-nano-12-p8_8xb128_in1k.py
  129. Converted From:
  130. Code: https://github.com/facebookresearch/xcit
  131. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_nano_12_p8_224_dist.pth
  132. - Name: xcit-tiny-24-p16_3rdparty_in1k
  133. Metadata:
  134. FLOPs: 2339305152
  135. Parameters: 12116896
  136. Training Data: ImageNet-1k
  137. In Collection: XCiT
  138. Results:
  139. - Dataset: ImageNet-1k
  140. Metrics:
  141. Top 1 Accuracy: 79.47
  142. Top 5 Accuracy: 94.85
  143. Task: Image Classification
  144. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-24-p16_3rdparty_in1k_20230213-366c1cd0.pth
  145. Config: configs/xcit/xcit-tiny-24-p16_8xb128_in1k.py
  146. Converted From:
  147. Code: https://github.com/facebookresearch/xcit
  148. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p16_224.pth
  149. - Name: xcit-tiny-24-p16_3rdparty-dist_in1k
  150. Metadata:
  151. FLOPs: 2339305152
  152. Parameters: 12116896
  153. Training Data: ImageNet-1k
  154. In Collection: XCiT
  155. Results:
  156. - Dataset: ImageNet-1k
  157. Metrics:
  158. Top 1 Accuracy: 80.51
  159. Top 5 Accuracy: 95.17
  160. Task: Image Classification
  161. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-24-p16_3rdparty-dist_in1k_20230213-b472e80a.pth
  162. Config: configs/xcit/xcit-tiny-24-p16_8xb128_in1k.py
  163. Converted From:
  164. Code: https://github.com/facebookresearch/xcit
  165. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p16_224_dist.pth
  166. - Name: xcit-tiny-12-p16_3rdparty-dist_in1k-384px
  167. Metadata:
  168. FLOPs: 3641468352
  169. Parameters: 6716272
  170. Training Data: ImageNet-1k
  171. In Collection: XCiT
  172. Results:
  173. - Dataset: ImageNet-1k
  174. Metrics:
  175. Top 1 Accuracy: 80.58
  176. Top 5 Accuracy: 95.38
  177. Task: Image Classification
  178. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-12-p16_3rdparty-dist_in1k-384px_20230213-00a20023.pth
  179. Config: configs/xcit/xcit-tiny-12-p16_8xb128_in1k-384px.py
  180. Converted From:
  181. Code: https://github.com/facebookresearch/xcit
  182. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p16_384_dist.pth
  183. - Name: xcit-tiny-12-p8_3rdparty_in1k
  184. Metadata:
  185. FLOPs: 4807399872
  186. Parameters: 6706504
  187. Training Data: ImageNet-1k
  188. In Collection: XCiT
  189. Results:
  190. - Dataset: ImageNet-1k
  191. Metrics:
  192. Top 1 Accuracy: 79.75
  193. Top 5 Accuracy: 94.88
  194. Task: Image Classification
  195. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-12-p8_3rdparty_in1k_20230213-8b02f8f5.pth
  196. Config: configs/xcit/xcit-tiny-12-p8_8xb128_in1k.py
  197. Converted From:
  198. Code: https://github.com/facebookresearch/xcit
  199. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p8_224.pth
  200. - Name: xcit-tiny-12-p8_3rdparty-dist_in1k
  201. Metadata:
  202. FLOPs: 4807399872
  203. Parameters: 6706504
  204. Training Data: ImageNet-1k
  205. In Collection: XCiT
  206. Results:
  207. - Dataset: ImageNet-1k
  208. Metrics:
  209. Top 1 Accuracy: 81.26
  210. Top 5 Accuracy: 95.46
  211. Task: Image Classification
  212. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-12-p8_3rdparty-dist_in1k_20230213-f3f9b44f.pth
  213. Config: configs/xcit/xcit-tiny-12-p8_8xb128_in1k.py
  214. Converted From:
  215. Code: https://github.com/facebookresearch/xcit
  216. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p8_224_dist.pth
  217. - Name: xcit-small-12-p16_3rdparty_in1k
  218. Metadata:
  219. FLOPs: 4814951808
  220. Parameters: 26253304
  221. Training Data: ImageNet-1k
  222. In Collection: XCiT
  223. Results:
  224. - Dataset: ImageNet-1k
  225. Metrics:
  226. Top 1 Accuracy: 81.87
  227. Top 5 Accuracy: 95.77
  228. Task: Image Classification
  229. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-12-p16_3rdparty_in1k_20230213-d36779d2.pth
  230. Config: configs/xcit/xcit-small-12-p16_8xb128_in1k.py
  231. Converted From:
  232. Code: https://github.com/facebookresearch/xcit
  233. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p16_224.pth
  234. - Name: xcit-small-12-p16_3rdparty-dist_in1k
  235. Metadata:
  236. FLOPs: 4814951808
  237. Parameters: 26253304
  238. Training Data: ImageNet-1k
  239. In Collection: XCiT
  240. Results:
  241. - Dataset: ImageNet-1k
  242. Metrics:
  243. Top 1 Accuracy: 83.12
  244. Top 5 Accuracy: 96.41
  245. Task: Image Classification
  246. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-12-p16_3rdparty-dist_in1k_20230213-c95bbae1.pth
  247. Config: configs/xcit/xcit-small-12-p16_8xb128_in1k.py
  248. Converted From:
  249. Code: https://github.com/facebookresearch/xcit
  250. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p16_224_dist.pth
  251. - Name: xcit-nano-12-p8_3rdparty-dist_in1k-384px
  252. Metadata:
  253. FLOPs: 6337760896
  254. Parameters: 3049016
  255. Training Data: ImageNet-1k
  256. In Collection: XCiT
  257. Results:
  258. - Dataset: ImageNet-1k
  259. Metrics:
  260. Top 1 Accuracy: 77.69
  261. Top 5 Accuracy: 94.09
  262. Task: Image Classification
  263. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-nano-12-p8_3rdparty-dist_in1k-384px_20230213-09d925ef.pth
  264. Config: configs/xcit/xcit-nano-12-p8_8xb128_in1k-384px.py
  265. Converted From:
  266. Code: https://github.com/facebookresearch/xcit
  267. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_nano_12_p8_384_dist.pth
  268. - Name: xcit-tiny-24-p16_3rdparty-dist_in1k-384px
  269. Metadata:
  270. FLOPs: 6872966592
  271. Parameters: 12116896
  272. Training Data: ImageNet-1k
  273. In Collection: XCiT
  274. Results:
  275. - Dataset: ImageNet-1k
  276. Metrics:
  277. Top 1 Accuracy: 82.43
  278. Top 5 Accuracy: 96.2
  279. Task: Image Classification
  280. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-24-p16_3rdparty-dist_in1k-384px_20230213-20e13917.pth
  281. Config: configs/xcit/xcit-tiny-24-p16_8xb128_in1k-384px.py
  282. Converted From:
  283. Code: https://github.com/facebookresearch/xcit
  284. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p16_384_dist.pth
  285. - Name: xcit-small-24-p16_3rdparty_in1k
  286. Metadata:
  287. FLOPs: 9095064960
  288. Parameters: 47671384
  289. Training Data: ImageNet-1k
  290. In Collection: XCiT
  291. Results:
  292. - Dataset: ImageNet-1k
  293. Metrics:
  294. Top 1 Accuracy: 82.38
  295. Top 5 Accuracy: 95.93
  296. Task: Image Classification
  297. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-24-p16_3rdparty_in1k_20230213-40febe38.pth
  298. Config: configs/xcit/xcit-small-24-p16_8xb128_in1k.py
  299. Converted From:
  300. Code: https://github.com/facebookresearch/xcit
  301. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_24_p16_224.pth
  302. - Name: xcit-small-24-p16_3rdparty-dist_in1k
  303. Metadata:
  304. FLOPs: 9095064960
  305. Parameters: 47671384
  306. Training Data: ImageNet-1k
  307. In Collection: XCiT
  308. Results:
  309. - Dataset: ImageNet-1k
  310. Metrics:
  311. Top 1 Accuracy: 83.7
  312. Top 5 Accuracy: 96.61
  313. Task: Image Classification
  314. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-24-p16_3rdparty-dist_in1k_20230213-130d7262.pth
  315. Config: configs/xcit/xcit-small-24-p16_8xb128_in1k.py
  316. Converted From:
  317. Code: https://github.com/facebookresearch/xcit
  318. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_24_p16_224_dist.pth
  319. - Name: xcit-tiny-24-p8_3rdparty_in1k
  320. Metadata:
  321. FLOPs: 9205828032
  322. Parameters: 12107128
  323. Training Data: ImageNet-1k
  324. In Collection: XCiT
  325. Results:
  326. - Dataset: ImageNet-1k
  327. Metrics:
  328. Top 1 Accuracy: 81.7
  329. Top 5 Accuracy: 95.9
  330. Task: Image Classification
  331. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-24-p8_3rdparty_in1k_20230213-4b9ba392.pth
  332. Config: configs/xcit/xcit-tiny-24-p8_8xb128_in1k.py
  333. Converted From:
  334. Code: https://github.com/facebookresearch/xcit
  335. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p8_224.pth
  336. - Name: xcit-tiny-24-p8_3rdparty-dist_in1k
  337. Metadata:
  338. FLOPs: 9205828032
  339. Parameters: 12107128
  340. Training Data: ImageNet-1k
  341. In Collection: XCiT
  342. Results:
  343. - Dataset: ImageNet-1k
  344. Metrics:
  345. Top 1 Accuracy: 82.62
  346. Top 5 Accuracy: 96.16
  347. Task: Image Classification
  348. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-24-p8_3rdparty-dist_in1k_20230213-ad9c44b0.pth
  349. Config: configs/xcit/xcit-tiny-24-p8_8xb128_in1k.py
  350. Converted From:
  351. Code: https://github.com/facebookresearch/xcit
  352. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p8_224_dist.pth
  353. - Name: xcit-tiny-12-p8_3rdparty-dist_in1k-384px
  354. Metadata:
  355. FLOPs: 14126142912
  356. Parameters: 6706504
  357. Training Data: ImageNet-1k
  358. In Collection: XCiT
  359. Results:
  360. - Dataset: ImageNet-1k
  361. Metrics:
  362. Top 1 Accuracy: 82.46
  363. Top 5 Accuracy: 96.22
  364. Task: Image Classification
  365. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-12-p8_3rdparty-dist_in1k-384px_20230213-a072174a.pth
  366. Config: configs/xcit/xcit-tiny-12-p8_8xb128_in1k-384px.py
  367. Converted From:
  368. Code: https://github.com/facebookresearch/xcit
  369. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p8_384_dist.pth
  370. - Name: xcit-small-12-p16_3rdparty-dist_in1k-384px
  371. Metadata:
  372. FLOPs: 14143179648
  373. Parameters: 26253304
  374. Training Data: ImageNet-1k
  375. In Collection: XCiT
  376. Results:
  377. - Dataset: ImageNet-1k
  378. Metrics:
  379. Top 1 Accuracy: 84.74
  380. Top 5 Accuracy: 97.19
  381. Task: Image Classification
  382. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-12-p16_3rdparty-dist_in1k-384px_20230213-ba36c982.pth
  383. Config: configs/xcit/xcit-small-12-p16_8xb128_in1k-384px.py
  384. Converted From:
  385. Code: https://github.com/facebookresearch/xcit
  386. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p16_384_dist.pth
  387. - Name: xcit-medium-24-p16_3rdparty_in1k
  388. Metadata:
  389. FLOPs: 16129561088
  390. Parameters: 84395752
  391. Training Data: ImageNet-1k
  392. In Collection: XCiT
  393. Results:
  394. - Dataset: ImageNet-1k
  395. Metrics:
  396. Top 1 Accuracy: 82.56
  397. Top 5 Accuracy: 95.82
  398. Task: Image Classification
  399. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-medium-24-p16_3rdparty_in1k_20230213-ad0aa92e.pth
  400. Config: configs/xcit/xcit-medium-24-p16_8xb128_in1k.py
  401. Converted From:
  402. Code: https://github.com/facebookresearch/xcit
  403. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_medium_24_p16_224.pth
  404. - Name: xcit-medium-24-p16_3rdparty-dist_in1k
  405. Metadata:
  406. FLOPs: 16129561088
  407. Parameters: 84395752
  408. Training Data: ImageNet-1k
  409. In Collection: XCiT
  410. Results:
  411. - Dataset: ImageNet-1k
  412. Metrics:
  413. Top 1 Accuracy: 84.15
  414. Top 5 Accuracy: 96.82
  415. Task: Image Classification
  416. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-medium-24-p16_3rdparty-dist_in1k_20230213-aca5cd0c.pth
  417. Config: configs/xcit/xcit-medium-24-p16_8xb128_in1k.py
  418. Converted From:
  419. Code: https://github.com/facebookresearch/xcit
  420. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_medium_24_p16_224_dist.pth
  421. - Name: xcit-small-12-p8_3rdparty_in1k
  422. Metadata:
  423. FLOPs: 18691601280
  424. Parameters: 26213032
  425. Training Data: ImageNet-1k
  426. In Collection: XCiT
  427. Results:
  428. - Dataset: ImageNet-1k
  429. Metrics:
  430. Top 1 Accuracy: 83.21
  431. Top 5 Accuracy: 96.41
  432. Task: Image Classification
  433. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-12-p8_3rdparty_in1k_20230213-9e364ce3.pth
  434. Config: configs/xcit/xcit-small-12-p8_8xb128_in1k.py
  435. Converted From:
  436. Code: https://github.com/facebookresearch/xcit
  437. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p8_224.pth
  438. - Name: xcit-small-12-p8_3rdparty-dist_in1k
  439. Metadata:
  440. FLOPs: 18691601280
  441. Parameters: 26213032
  442. Training Data: ImageNet-1k
  443. In Collection: XCiT
  444. Results:
  445. - Dataset: ImageNet-1k
  446. Metrics:
  447. Top 1 Accuracy: 83.97
  448. Top 5 Accuracy: 96.81
  449. Task: Image Classification
  450. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-12-p8_3rdparty-dist_in1k_20230213-71886580.pth
  451. Config: configs/xcit/xcit-small-12-p8_8xb128_in1k.py
  452. Converted From:
  453. Code: https://github.com/facebookresearch/xcit
  454. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p8_224_dist.pth
  455. - Name: xcit-small-24-p16_3rdparty-dist_in1k-384px
  456. Metadata:
  457. FLOPs: 26721471360
  458. Parameters: 47671384
  459. Training Data: ImageNet-1k
  460. In Collection: XCiT
  461. Results:
  462. - Dataset: ImageNet-1k
  463. Metrics:
  464. Top 1 Accuracy: 85.1
  465. Top 5 Accuracy: 97.32
  466. Task: Image Classification
  467. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-24-p16_3rdparty-dist_in1k-384px_20230213-28fa2d0e.pth
  468. Config: configs/xcit/xcit-small-24-p16_8xb128_in1k-384px.py
  469. Converted From:
  470. Code: https://github.com/facebookresearch/xcit
  471. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_24_p16_384_dist.pth
  472. - Name: xcit-tiny-24-p8_3rdparty-dist_in1k-384px
  473. Metadata:
  474. FLOPs: 27052135872
  475. Parameters: 12107128
  476. Training Data: ImageNet-1k
  477. In Collection: XCiT
  478. Results:
  479. - Dataset: ImageNet-1k
  480. Metrics:
  481. Top 1 Accuracy: 83.77
  482. Top 5 Accuracy: 96.72
  483. Task: Image Classification
  484. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-24-p8_3rdparty-dist_in1k-384px_20230213-30d5e5ec.pth
  485. Config: configs/xcit/xcit-tiny-24-p8_8xb128_in1k-384px.py
  486. Converted From:
  487. Code: https://github.com/facebookresearch/xcit
  488. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p8_384_dist.pth
  489. - Name: xcit-small-24-p8_3rdparty_in1k
  490. Metadata:
  491. FLOPs: 35812053888
  492. Parameters: 47631112
  493. Training Data: ImageNet-1k
  494. In Collection: XCiT
  495. Results:
  496. - Dataset: ImageNet-1k
  497. Metrics:
  498. Top 1 Accuracy: 83.62
  499. Top 5 Accuracy: 96.51
  500. Task: Image Classification
  501. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-24-p8_3rdparty_in1k_20230213-280ebcc7.pth
  502. Config: configs/xcit/xcit-small-24-p8_8xb128_in1k.py
  503. Converted From:
  504. Code: https://github.com/facebookresearch/xcit
  505. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_24_p8_224.pth
  506. - Name: xcit-small-24-p8_3rdparty-dist_in1k
  507. Metadata:
  508. FLOPs: 35812053888
  509. Parameters: 47631112
  510. Training Data: ImageNet-1k
  511. In Collection: XCiT
  512. Results:
  513. - Dataset: ImageNet-1k
  514. Metrics:
  515. Top 1 Accuracy: 84.68
  516. Top 5 Accuracy: 97.07
  517. Task: Image Classification
  518. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-24-p8_3rdparty-dist_in1k_20230213-f2773c78.pth
  519. Config: configs/xcit/xcit-small-24-p8_8xb128_in1k.py
  520. Converted From:
  521. Code: https://github.com/facebookresearch/xcit
  522. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_24_p8_224_dist.pth
  523. - Name: xcit-large-24-p16_3rdparty_in1k
  524. Metadata:
  525. FLOPs: 35855948544
  526. Parameters: 189096136
  527. Training Data: ImageNet-1k
  528. In Collection: XCiT
  529. Results:
  530. - Dataset: ImageNet-1k
  531. Metrics:
  532. Top 1 Accuracy: 82.97
  533. Top 5 Accuracy: 95.86
  534. Task: Image Classification
  535. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-large-24-p16_3rdparty_in1k_20230214-d29d2529.pth
  536. Config: configs/xcit/xcit-large-24-p16_8xb128_in1k.py
  537. Converted From:
  538. Code: https://github.com/facebookresearch/xcit
  539. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_large_24_p16_224.pth
  540. - Name: xcit-large-24-p16_3rdparty-dist_in1k
  541. Metadata:
  542. FLOPs: 35855948544
  543. Parameters: 189096136
  544. Training Data: ImageNet-1k
  545. In Collection: XCiT
  546. Results:
  547. - Dataset: ImageNet-1k
  548. Metrics:
  549. Top 1 Accuracy: 84.61
  550. Top 5 Accuracy: 97.07
  551. Task: Image Classification
  552. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-large-24-p16_3rdparty-dist_in1k_20230214-4fea599c.pth
  553. Config: configs/xcit/xcit-large-24-p16_8xb128_in1k.py
  554. Converted From:
  555. Code: https://github.com/facebookresearch/xcit
  556. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_large_24_p16_224_dist.pth
  557. - Name: xcit-medium-24-p16_3rdparty-dist_in1k-384px
  558. Metadata:
  559. FLOPs: 47388932608
  560. Parameters: 84395752
  561. Training Data: ImageNet-1k
  562. In Collection: XCiT
  563. Results:
  564. - Dataset: ImageNet-1k
  565. Metrics:
  566. Top 1 Accuracy: 85.47
  567. Top 5 Accuracy: 97.49
  568. Task: Image Classification
  569. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-medium-24-p16_3rdparty-dist_in1k-384px_20230214-6c23a201.pth
  570. Config: configs/xcit/xcit-medium-24-p16_8xb128_in1k-384px.py
  571. Converted From:
  572. Code: https://github.com/facebookresearch/xcit
  573. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_medium_24_p16_384_dist.pth
  574. - Name: xcit-small-12-p8_3rdparty-dist_in1k-384px
  575. Metadata:
  576. FLOPs: 54923537280
  577. Parameters: 26213032
  578. Training Data: ImageNet-1k
  579. In Collection: XCiT
  580. Results:
  581. - Dataset: ImageNet-1k
  582. Metrics:
  583. Top 1 Accuracy: 85.12
  584. Top 5 Accuracy: 97.31
  585. Task: Image Classification
  586. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-12-p8_3rdparty-dist_in1k-384px_20230214-9f2178bc.pth
  587. Config: configs/xcit/xcit-small-12-p8_8xb128_in1k-384px.py
  588. Converted From:
  589. Code: https://github.com/facebookresearch/xcit
  590. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p8_384_dist.pth
  591. - Name: xcit-medium-24-p8_3rdparty_in1k
  592. Metadata:
  593. FLOPs: 63524706816
  594. Parameters: 84323624
  595. Training Data: ImageNet-1k
  596. In Collection: XCiT
  597. Results:
  598. - Dataset: ImageNet-1k
  599. Metrics:
  600. Top 1 Accuracy: 83.61
  601. Top 5 Accuracy: 96.23
  602. Task: Image Classification
  603. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-medium-24-p8_3rdparty_in1k_20230214-c362850b.pth
  604. Config: configs/xcit/xcit-medium-24-p8_8xb128_in1k.py
  605. Converted From:
  606. Code: https://github.com/facebookresearch/xcit
  607. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_medium_24_p8_224.pth
  608. - Name: xcit-medium-24-p8_3rdparty-dist_in1k
  609. Metadata:
  610. FLOPs: 63524706816
  611. Parameters: 84323624
  612. Training Data: ImageNet-1k
  613. In Collection: XCiT
  614. Results:
  615. - Dataset: ImageNet-1k
  616. Metrics:
  617. Top 1 Accuracy: 85.0
  618. Top 5 Accuracy: 97.16
  619. Task: Image Classification
  620. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-medium-24-p8_3rdparty-dist_in1k_20230214-625c953b.pth
  621. Config: configs/xcit/xcit-medium-24-p8_8xb128_in1k.py
  622. Converted From:
  623. Code: https://github.com/facebookresearch/xcit
  624. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_medium_24_p8_224_dist.pth
  625. - Name: xcit-small-24-p8_3rdparty-dist_in1k-384px
  626. Metadata:
  627. FLOPs: 105236704128
  628. Parameters: 47631112
  629. Training Data: ImageNet-1k
  630. In Collection: XCiT
  631. Results:
  632. - Dataset: ImageNet-1k
  633. Metrics:
  634. Top 1 Accuracy: 85.57
  635. Top 5 Accuracy: 97.6
  636. Task: Image Classification
  637. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-24-p8_3rdparty-dist_in1k-384px_20230214-57298eca.pth
  638. Config: configs/xcit/xcit-small-24-p8_8xb128_in1k-384px.py
  639. Converted From:
  640. Code: https://github.com/facebookresearch/xcit
  641. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_24_p8_384_dist.pth
  642. - Name: xcit-large-24-p16_3rdparty-dist_in1k-384px
  643. Metadata:
  644. FLOPs: 105345095424
  645. Parameters: 189096136
  646. Training Data: ImageNet-1k
  647. In Collection: XCiT
  648. Results:
  649. - Dataset: ImageNet-1k
  650. Metrics:
  651. Top 1 Accuracy: 85.78
  652. Top 5 Accuracy: 97.6
  653. Task: Image Classification
  654. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-large-24-p16_3rdparty-dist_in1k-384px_20230214-bd515a34.pth
  655. Config: configs/xcit/xcit-large-24-p16_8xb128_in1k-384px.py
  656. Converted From:
  657. Code: https://github.com/facebookresearch/xcit
  658. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_large_24_p16_384_dist.pth
  659. - Name: xcit-large-24-p8_3rdparty_in1k
  660. Metadata:
  661. FLOPs: 141225699072
  662. Parameters: 188932648
  663. Training Data: ImageNet-1k
  664. In Collection: XCiT
  665. Results:
  666. - Dataset: ImageNet-1k
  667. Metrics:
  668. Top 1 Accuracy: 84.23
  669. Top 5 Accuracy: 96.58
  670. Task: Image Classification
  671. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-large-24-p8_3rdparty_in1k_20230214-08f2f664.pth
  672. Config: configs/xcit/xcit-large-24-p8_8xb128_in1k.py
  673. Converted From:
  674. Code: https://github.com/facebookresearch/xcit
  675. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_large_24_p8_224.pth
  676. - Name: xcit-large-24-p8_3rdparty-dist_in1k
  677. Metadata:
  678. FLOPs: 141225699072
  679. Parameters: 188932648
  680. Training Data: ImageNet-1k
  681. In Collection: XCiT
  682. Results:
  683. - Dataset: ImageNet-1k
  684. Metrics:
  685. Top 1 Accuracy: 85.14
  686. Top 5 Accuracy: 97.32
  687. Task: Image Classification
  688. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-large-24-p8_3rdparty-dist_in1k_20230214-8c092b34.pth
  689. Config: configs/xcit/xcit-large-24-p8_8xb128_in1k.py
  690. Converted From:
  691. Code: https://github.com/facebookresearch/xcit
  692. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_large_24_p8_224_dist.pth
  693. - Name: xcit-medium-24-p8_3rdparty-dist_in1k-384px
  694. Metadata:
  695. FLOPs: 186672626176
  696. Parameters: 84323624
  697. Training Data: ImageNet-1k
  698. In Collection: XCiT
  699. Results:
  700. - Dataset: ImageNet-1k
  701. Metrics:
  702. Top 1 Accuracy: 85.87
  703. Top 5 Accuracy: 97.61
  704. Task: Image Classification
  705. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-medium-24-p8_3rdparty-dist_in1k-384px_20230214-5db925e0.pth
  706. Config: configs/xcit/xcit-medium-24-p8_8xb128_in1k-384px.py
  707. Converted From:
  708. Code: https://github.com/facebookresearch/xcit
  709. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_medium_24_p8_384_dist.pth
  710. - Name: xcit-large-24-p8_3rdparty-dist_in1k-384px
  711. Metadata:
  712. FLOPs: 415003137792
  713. Parameters: 188932648
  714. Training Data: ImageNet-1k
  715. In Collection: XCiT
  716. Results:
  717. - Dataset: ImageNet-1k
  718. Metrics:
  719. Top 1 Accuracy: 86.13
  720. Top 5 Accuracy: 97.75
  721. Task: Image Classification
  722. Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-large-24-p8_3rdparty-dist_in1k-384px_20230214-9f718b1a.pth
  723. Config: configs/xcit/xcit-large-24-p8_8xb128_in1k-384px.py
  724. Converted From:
  725. Code: https://github.com/facebookresearch/xcit
  726. Weights: https://dl.fbaipublicfiles.com/xcit/xcit_large_24_p8_384_dist.pth