Fine-grained Recognition on iWildCam-WILDS 1.0 (test-ID)
78.9Top-1 AccSEER
Evaluation results
| Method | Links | |
|---|---|---|
| SEERArch.=RG-10B, Pretrain=IG-1B, Evaluation Protocol=finetuned2022.02 | 78.9 | |
| SEERArch.=RG-128Gf, Pretrain=IG-1B, Evaluation Protocol=finetuned2022.02 | 78.1 | |
| ERMArch.=PNASNet-5-Large, Evaluation Protocol=finetuned2022.02 | 77.3 | |
| SupervisedArch.=RG-128Gf, Pretrain=INet-1K, Evaluation Protocol=finetuned2022.02 | 76.9 | |
| SEERArch.=RG-10B, Pretrain=IG-1B, Evaluation Protocol=linear2022.02 | 76.4 | |
| SwAVArch.=RG-128Gf, Pretrain=INet-1K, Evaluation Protocol=finetuned2022.02 | 76.1 | |
| BYOLArch.=RN200w2, Pretrain=INet-1K, Evaluation Protocol=finetuned2022.02 | 75.8 | |
| SwAVArch.=RN50w5, Pretrain=INet-1K, Evaluation Protocol=finetuned2022.02 | 75.7 | |
| SEERArch.=RG-128Gf, Pretrain=IG-1B, Evaluation Protocol=linear2022.02 | 75.7 | |
| SCLRv2Arch.=RN152w3+SK, Pretrain=INet-1K, Evaluation Protocol=finetuned2022.02 | 75.5 | |
| SwAVArch.=RN50w5, Pretrain=INet-1K, Evaluation Protocol=linear2022.02 | 73.6 | |
| SwAVArch.=RG-128Gf, Pretrain=INet-1K, Evaluation Protocol=linear2022.02 | 73.6 | |
| BYOLArch.=RN200w2, Pretrain=INet-1K, Evaluation Protocol=linear2022.02 | 73.4 | |
| SupervisedArch.=RG-128Gf, Pretrain=INet-1K, Evaluation Protocol=linear2022.02 | 73.32 | |
| SCLRv2Arch.=RN152w3+SK, Pretrain=INet-1K, Evaluation Protocol=linear2022.02 | 67.9 |