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3c76023 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 | y key group yy yy_sd yy_lo yy_hi tt tt_sd tt_lo tt_hi ty ty_sd ty_lo ty_hi yt yt_sd yt_lo yt_hi
2 vits16-random-init ctl 0.5900 0.0040 0.5873 0.5947 0.5080 0.0124 0.4989 0.5221 0.4375 0.0317 0.4041 0.4673 0.4849 0.0020 0.4835 0.4873
3 dinov2-vits14 ctl 0.7192 0.0203 0.6988 0.7394 0.5011 0.0226 0.4878 0.5272 0.5889 0.0203 0.5659 0.6044 0.5764 0.0115 0.5631 0.5834
4 resnet50-imagenet ctl 0.7009 0.0427 0.6559 0.7408 0.5517 0.0279 0.5315 0.5835 0.6296 0.0149 0.6124 0.6388 0.5606 0.0069 0.5539 0.5677
6.6 ssl-vits16-step5k s16 0.7264 0.0064 0.7191 0.7310 0.5697 0.0129 0.5549 0.5778 0.6764 0.0184 0.6556 0.6903 0.5228 0.0041 0.5187 0.5269
7.6 ssl-vits16-step20k s16 0.7382 0.0126 0.7285 0.7525 0.5675 0.0106 0.5602 0.5797 0.6174 0.0430 0.5685 0.6490 0.5451 0.0010 0.5444 0.5463
8.6 ssl-vits16-step35k s16 0.8039 0.0106 0.7919 0.8120 0.5992 0.0082 0.5898 0.6047 0.5613 0.0149 0.5464 0.5763 0.5306 0.0038 0.5262 0.5333
9.6 ssl-vits16-step40k s16 0.7919 0.0193 0.7696 0.8035 0.6199 0.0090 0.6102 0.6278 0.5651 0.0174 0.5469 0.5814 0.5144 0.0034 0.5107 0.5173
10.6 ssl-vits16-step45k s16 0.7601 0.0245 0.7400 0.7873 0.5887 0.0192 0.5666 0.6017 0.5873 0.0660 0.5455 0.6633 0.5253 0.0061 0.5190 0.5312
11.6 ssl-vits16-step50k s16 0.7808 0.0174 0.7611 0.7939 0.6085 0.0042 0.6036 0.6110 0.5499 0.0167 0.5307 0.5603 0.5281 0.0060 0.5233 0.5348
12.6 ssl-vits16-step55k s16 0.7880 0.0285 0.7561 0.8109 0.5888 0.0031 0.5854 0.5915 0.6004 0.0520 0.5576 0.6583 0.5322 0.0064 0.5260 0.5387
13.6 ssl-vits16-step60k s16 0.7775 0.0090 0.7681 0.7860 0.5958 0.0062 0.5887 0.5999 0.5922 0.0314 0.5560 0.6112 0.5318 0.0034 0.5296 0.5358
14.6 ssl-vits16-step65k s16 0.7588 0.0154 0.7486 0.7765 0.6211 0.0165 0.6104 0.6402 0.5530 0.0541 0.4957 0.6031 0.5177 0.0018 0.5157 0.5192
15.6 ssl-vits16-final s16 0.7675 0.0267 0.7376 0.7892 0.5891 0.0128 0.5754 0.6009 0.5841 0.0385 0.5417 0.6167 0.5205 0.0029 0.5182 0.5238
18.2 ssl-vitb16-step10k b16 0.7575 0.0358 0.7255 0.7961 0.5877 0.0045 0.5839 0.5927 0.5724 0.0202 0.5527 0.5930 0.5307 0.0105 0.5201 0.5411
19.2 ssl-vitb16-step35k b16 0.8290 0.0099 0.8217 0.8403 0.5819 0.0184 0.5690 0.6030 0.6380 0.0233 0.6212 0.6646 0.5455 0.0017 0.5444 0.5474
20.2 ssl-vitb16-step40k b16 0.7934 0.0135 0.7781 0.8035 0.6074 0.0161 0.5909 0.6231 0.6651 0.0377 0.6307 0.7053 0.5472 0.0057 0.5427 0.5536
22.8 distill-midnight-20k dst 0.7714 0.0195 0.7494 0.7869 0.5899 0.0170 0.5704 0.6005 0.7010 0.0206 0.6799 0.7211 0.5454 0.0081 0.5373 0.5535
23.8 distill-hoptimus-20k dst 0.8064 0.0183 0.7861 0.8215 0.6688 0.0101 0.6591 0.6793 0.7157 0.0151 0.7056 0.7330 0.5733 0.0040 0.5704 0.5778
24.8 distill-midnight-5k-from-random dst 0.7616 0.0241 0.7352 0.7823 0.5474 0.0242 0.5200 0.5659 0.6205 0.0347 0.5811 0.6464 0.5288 0.0026 0.5260 0.5311
25.8 distill-midnight-5k-from-vits16-step50k dst 0.7718 0.0161 0.7532 0.7811 0.5688 0.0093 0.5582 0.5761 0.7244 0.0175 0.7071 0.7422 0.5576 0.0113 0.5448 0.5659
26.8 distill-midnight-5k-from-vits16-final dst 0.7923 0.0214 0.7697 0.8122 0.5878 0.0072 0.5804 0.5949 0.6512 0.0293 0.6178 0.6725 0.5526 0.0017 0.5516 0.5546
27.8 distill-hoptimus-5k-from-random dst 0.7922 0.0088 0.7849 0.8019 0.5922 0.0143 0.5810 0.6083 0.7387 0.0281 0.7071 0.7607 0.5632 0.0016 0.5618 0.5649
28.8 distill-hoptimus-5k-from-vits16-step50k dst 0.8143 0.0083 0.8089 0.8238 0.6361 0.0038 0.6322 0.6398 0.7393 0.0173 0.7215 0.7562 0.6215 0.0038 0.6186 0.6258
29.8 distill-hoptimus-5k-from-vits16-final dst 0.8196 0.0197 0.7974 0.8350 0.6228 0.0229 0.5982 0.6435 0.7443 0.0219 0.7197 0.7616 0.5930 0.0059 0.5864 0.5976
32.4 distill-hoptimus-vitb16-5k-from-vitb16-step40k dstb 0.8177 0.0098 0.8110 0.8290 0.6332 0.0157 0.6211 0.6509 0.7757 0.0098 0.7644 0.7826 0.6406 0.0080 0.6328 0.6488
33.4 distill-hoptimus-vitb16-5k-from-vitb16-step45k dstb 0.7765 0.0094 0.7681 0.7867 0.6329 0.0143 0.6170 0.6444 0.7623 0.0040 0.7578 0.7654 0.6215 0.0069 0.6153 0.6289
34.4 distill-hoptimus-vitb16-5k-from-vitb16-step50k dstb 0.8032 0.0397 0.7664 0.8453 0.6148 0.0022 0.6130 0.6173 0.7547 0.0075 0.7470 0.7619 0.6136 0.0012 0.6127 0.6149
37 hibou-b ref 0.7794 0.0119 0.7684 0.7920 0.6442 0.0161 0.6262 0.6569 0.7172 0.0299 0.6932 0.7506 0.6309 0.0105 0.6187 0.6374
38 phikon ref 0.8756 0.0047 0.8706 0.8800 0.6690 0.0085 0.6613 0.6780 0.8128 0.0191 0.7914 0.8278 0.6606 0.0003 0.6602 0.6609
39 virchow2 ref 0.8673 0.0086 0.8576 0.8742 0.6336 0.0146 0.6247 0.6505 0.7425 0.0349 0.7089 0.7785 0.6541 0.0058 0.6494 0.6605
40 midnight12k ref 0.8064 0.0091 0.7960 0.8129 0.5970 0.0028 0.5944 0.6001 0.7163 0.0086 0.7107 0.7262 0.6240 0.0039 0.6195 0.6267
41 midnight12k-cls-mean ref 0.8114 0.0112 0.7993 0.8213 0.6105 0.0084 0.6016 0.6184 0.7337 0.0209 0.7170 0.7571 0.6376 0.0039 0.6334 0.6411
42 midnight12k-1.0um ref 0.8013 0.0060 0.7953 0.8073 0.5858 0.0127 0.5723 0.5976 0.7243 0.0269 0.6932 0.7400 0.6087 0.0054 0.6054 0.6150
43 hoptimus0-imagenetnorm ref 0.8978 0.0104 0.8862 0.9063 0.6685 0.0232 0.6442 0.6905 0.7977 0.0172 0.7786 0.8121 0.6562 0.0013 0.6549 0.6575
44 hoptimus0-imagenetnorm-repeat ref 0.8954 0.0143 0.8793 0.9066 0.6683 0.0145 0.6515 0.6771 0.7871 0.0310 0.7534 0.8144 0.6562 0.0052 0.6520 0.6621
45 hoptimus0-cardnorm ref 0.8868 0.0072 0.8792 0.8935 0.6755 0.0162 0.6632 0.6938 0.8100 0.0116 0.7986 0.8218 0.6531 0.0078 0.6445 0.6596
46 hoptimus0-cls-mean ref 0.8925 0.0157 0.8747 0.9043 0.6723 0.0179 0.6553 0.6909 0.8028 0.0253 0.7736 0.8194 0.6630 0.0057 0.6566 0.6674
47 hoptimus0-1.0um ref 0.9088 0.0066 0.9038 0.9163 0.6591 0.0153 0.6415 0.6696 0.8033 0.0109 0.7925 0.8143 0.6419 0.0071 0.6348 0.6491
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