Image Classification on SUN397 (Base, Novel, HM)
82.67Base AccuracyPromptSRC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PromptSRC2026.03 | 82.67 | 78.47 | 80.52 | |
| P-SRCYear=20232026.03 | 82.67 | 78.47 | 80.52 | |
| TCP2026.03 | 82.63 | 78.2 | 80.35 | |
| HPTYear=20242026.03 | 82.57 | 79.26 | 80.88 | |
| EvoPrompt2026.03 | 82.31 | 79.2 | 80.73 | |
| MMA2026.03 | 82.27 | 78.57 | 80.38 | |
| MMAYear=20242026.03 | 82.27 | 78.57 | 80.38 | |
| MetaPrompt2026.03 | 82.26 | 79.04 | 80.62 | |
| HeBAYear=Ours2026.03 | 81.9 | 79.3 | 80.58 | |
| LwEIBYear=20252026.03 | 81.1 | 79.8 | 80.44 | |
| MaPLe2026.03 | 80.82 | 78.7 | 79.75 | |
| MaPLeYear=20232026.03 | 80.82 | 78.7 | 79.75 | |
| LASP-VYear=20232026.03 | 80.7 | 79.3 | 80 | |
| ProVP2026.03 | 80.67 | 76.11 | 78.32 | |
| CoOp2026.03 | 80.6 | 65.89 | 72.51 | |
| CoOpYear=20222026.03 | 80.6 | 65.89 | 72.51 | |
| RPOYear=20232026.03 | 80.6 | 77.8 | 79.18 | |
| KgCoOp2026.03 | 80.29 | 76.53 | 78.36 | |
| KgCoOpYear=20232026.03 | 80.29 | 76.53 | 78.36 | |
| CoCoOp2026.03 | 79.74 | 76.86 | 78.27 | |
| CoOpOpYear=20222026.03 | 79.74 | 76.86 | 78.27 | |
| ProDA2026.03 | 78.67 | 76.93 | 77.79 | |
| ProDAYear=20222026.03 | 78.67 | 76.93 | 77.79 | |
| CLIP2026.03 | 69.36 | 75.35 | 72.23 | |
| CLIPYear=20212026.03 | 69.36 | 75.35 | 72.23 |