Image Classification on Web Cars base-to-novel
69.85Base AccuracySCPT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SCPTshots=16-shots, setup=base-to-novel generalization2026.07 | 69.85 | 73.16 | 71.47 | |
| SCPTshots=16, evaluation_mode=base-to-novel generalization2026.07 | 69.85 | 73.16 | 71.47 | |
| KgCoOpshots=16-shots, setup=base-to-novel generalization2026.07 | 68.82 | 74.31 | 71.46 | |
| KgCoOpshots=16, evaluation_mode=base-to-novel generalization2026.07 | 68.82 | 74.31 | 71.46 | |
| TCPshots=16-shots, setup=base-to-novel generalization2026.07 | 68.7 | 72.5 | 70.55 | |
| TCPshots=16, evaluation_mode=base-to-novel generalization2026.07 | 68.7 | 72.5 | 70.55 | |
| CoOpshots=16-shots, setup=base-to-novel generalization2026.07 | 68.04 | 56.98 | 62.02 | |
| CoOpshots=16, evaluation_mode=base-to-novel generalization2026.07 | 68.04 | 56.98 | 65.74 | |
| CoCoOpshots=16-shots, setup=base-to-novel generalization2026.07 | 67.87 | 73.55 | 70.6 | |
| CoCoOpshots=16, evaluation_mode=base-to-novel generalization2026.07 | 67.87 | 73.55 | 70.86 | |
| ATPromptshots=16-shots, setup=base-to-novel generalization2026.07 | 67.69 | 62.27 | 64.87 | |
| ATPromptshots=16, evaluation_mode=base-to-novel generalization2026.07 | 67.69 | 62.27 | 64.87 | |
| CLIPshots=16-shots, setup=base-to-novel generalization2026.07 | 61.8 | 73.6 | 67.2 | |
| CLIPshots=16, evaluation_mode=base-to-novel generalization2026.07 | 61.8 | 73.6 | 62.45 | |
| ProTextshots=16-shots, setup=base-to-novel generalization2026.07 | 60.89 | 72.7 | 66.27 | |
| ProTextshots=16, evaluation_mode=base-to-novel generalization2026.07 | 60.89 | 72.7 | 66.27 |