Image Classification on SUN397 (Base/Novel/HM Metrics)
83.98Base ScoreCAPT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CAPTShots=16-shot2026.03 | 83.98 | 81.32 | 82.63 | |
| TACShots=16-shot2026.03 | 83.7 | 80.03 | 81.82 | |
| PromptKDShots=16-shot2026.03 | 83.69 | 81.54 | 82.6 | |
| SpotlighterShots=16-shot2026.03 | 83.15 | 81.06 | 82.09 | |
| TAPShots=16-shot2026.03 | 82.87 | 79.53 | 81.17 | |
| 2SFSShots=16-shot2026.03 | 82.59 | 78.91 | 80.7 | |
| LwEIBShots=16-shot2026.03 | 81.1 | 79.8 | 80.44 | |
| MaPLeShots=16-shot2026.03 | 80.82 | 78.7 | 79.75 | |
| CoOpShots=16-shot2026.03 | 80.6 | 65.89 | 72.51 |