Long-tailed Recognition on ImageNet-LT (test)
75.5Acc (Many)ERM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ERMFine-tuning protocol=End-to-End (E2E)2023.10 | 75.5 | 56 | 36.2 | 60.8 | |
| GLAFine-tuning protocol=End-to-End (E2E)2023.10 | 72.1 | 66.4 | 63.4 | 68.2 | |
| BSFine-tuning protocol=End-to-End (E2E)2023.10 | 71.2 | 62.5 | 56.8 | 65.1 | |
| BALLADFine-tuning protocol=End-to-End (E2E)2023.10 | 71 | 66.3 | 59.5 | 67.2 | |
| GLAFine-tuning protocol=Prompt Tuning (PT)2023.10 | 70.7 | 66.5 | 64.3 | 67.8 | |
| WiSE-FTFine-tuning protocol=End-to-End (E2E)2023.10 | 70.7 | 65 | 61.1 | 66.7 | |
| LWSFine-tuning protocol=End-to-End (E2E)2023.10 | 70.4 | 62.6 | 56.2 | 64.7 | |
| LAFine-tuning protocol=End-to-End (E2E)2023.10 | 70.4 | 62.8 | 56.9 | 64.9 | |
| LAFine-tuning protocol=Prompt Tuning (PT)2023.10 | 67.9 | 60 | 58.7 | 62.9 | |
| BSFine-tuning protocol=Prompt Tuning (PT)2023.10 | 67 | 62.2 | 59.4 | 63.5 | |
| ERMFine-tuning protocol=Prompt Tuning (PT)2023.10 | 66.6 | 57.7 | 53.8 | 60.6 | |
| GLAFine-tuning protocol=Linear Probe (LP)2023.10 | 65.5 | 60.8 | 57.7 | 62.2 | |
| ERMFine-tuning protocol=Linear Probe (LP)2023.10 | 64.4 | 39.8 | 20.1 | 46.6 | |
| BSFine-tuning protocol=Linear Probe (LP)2023.10 | 57.7 | 50.5 | 43.9 | 52.4 | |
| LAFine-tuning protocol=Linear Probe (LP)2023.10 | 56.7 | 50.5 | 46.4 | 52.3 |