Image Classification on FLUID streaming (test)
86.4Pretrain Head (>50) AccFF
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FFRep. Size=20482022.05 | 86.4 | 37.09 | 71.74 | 10.77 | 37.04 | 52.67 | |
| FFRep. Size=10242022.05 | 86.3 | 37.49 | 71.12 | 10.92 | 37.14 | 52.88 | |
| MRLRep. Size=10242022.05 | 85.64 | 35.88 | 70.02 | 12.19 | 36.8 | 51.58 | |
| FFRep. Size=5122022.05 | 85.62 | 35.27 | 70.27 | 9.05 | 35.42 | 51.14 | |
| MRLRep. Size=5122022.05 | 85.62 | 34.67 | 70.24 | 11.43 | 36.11 | 50.79 | |
| MRLRep. Size=20482022.05 | 85.6 | 36.83 | 70.34 | 12.88 | 37.46 | 52.18 | |
| MRLRep. Size=2562022.05 | 85.1 | 32.91 | 69.39 | 9.99 | 34.74 | 49.39 | |
| MRLRep. Size=1282022.05 | 84.88 | 30.86 | 68.58 | 8.41 | 33.23 | 47.79 | |
| FFRep. Size=1282022.05 | 84.87 | 29.96 | 68.79 | 5.54 | 31.84 | 47.06 | |
| FFRep. Size=2562022.05 | 84.77 | 32.78 | 69.96 | 7.21 | 33.65 | 49.15 | |
| MRLRep. Size=642022.05 | 84.46 | 27.61 | 67.59 | 6.22 | 31.03 | 45.35 | |
| FFRep. Size=642022.05 | 84.12 | 27.49 | 68.2 | 5.17 | 30.64 | 45.18 | |
| FFRep. Size=322022.05 | 83.67 | 24.3 | 66.66 | 4.23 | 28.86 | 42.4 | |
| MRLRep. Size=322022.05 | 83.46 | 23.26 | 65.82 | 3.75 | 28.16 | 41.9 | |
| MRL-ERep. Size=10242022.05 | 83.03 | 27.78 | 64.58 | 6.32 | 30.57 | 45.71 | |
| MRL-ERep. Size=20482022.05 | 83.01 | 29.99 | 65.37 | 7.6 | 31.97 | 47.16 | |
| MRL-ERep. Size=2562022.05 | 82.96 | 22.63 | 64.55 | 3.59 | 27.64 | 41.96 | |
| MRL-ERep. Size=5122022.05 | 82.86 | 25.62 | 64.34 | 4.99 | 29.22 | 44.2 | |
| MRL-ERep. Size=1282022.05 | 82.76 | 18.93 | 64.46 | 2.22 | 25.75 | 39.19 | |
| MRL-ERep. Size=642022.05 | 82.57 | 13.23 | 70.18 | 0.52 | 23.83 | 34.74 | |
| MRLRep. Size=162022.05 | 81.79 | 17.9 | 61.39 | 1.95 | 24.73 | 37.59 | |
| MRL-ERep. Size=322022.05 | 81.42 | 10.47 | 68.01 | 0.23 | 22.31 | 32.17 | |
| FFRep. Size=162022.05 | 80.74 | 19.12 | 63.29 | 2.78 | 25.65 | 37.61 | |
| MRL-ERep. Size=162022.05 | 79.08 | 9.15 | 60.33 | 0.08 | 20.45 | 30.24 | |
| MRLRep. Size=82022.05 | 71.75 | 10.7 | 38.29 | 0.19 | 17.15 | 29.34 | |
| FFRep. Size=82022.05 | 68.04 | 11.3 | 33.18 | 0.36 | 16.29 | 28.47 | |
| MRL-ERep. Size=82022.05 | 57.4 | 6.25 | 23.14 | 0.04 | 11.78 | 22.81 |