Base-to-novel generalization on Food200
67.04Base ScoreSCPT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SCPTShots=162026.07 | 67.04 | 59.22 | 62.89 | |
| SCPTShots=16-shots2026.07 | 67.04 | 59.22 | 62.89 | |
| SCPTShots=16-shots2026.07 | 67.04 | 59.22 | 62.89 | |
| TCPShots=162026.07 | 66.93 | 58.93 | 62.68 | |
| TCPShots=16-shots2026.07 | 66.93 | 58.93 | 62.68 | |
| TCPShots=16-shots2026.07 | 66.93 | 58.93 | 62.68 | |
| CoOpShots=162026.07 | 64.96 | 52.31 | 57.95 | |
| CoOpShots=16-shots2026.07 | 64.96 | 52.31 | 57.95 | |
| CoOpShots=16-shots2026.07 | 64.96 | 52.31 | 57.95 | |
| ATPromptShots=162026.07 | 64.82 | 52.4 | 57.95 | |
| ATPromptShots=16-shots2026.07 | 64.82 | 52.4 | 57.95 | |
| ATPromptShots=16-shots2026.07 | 64.82 | 52.4 | 57.95 | |
| KgCoOpShots=162026.07 | 64.22 | 59.17 | 61.59 | |
| KgCoOpShots=16-shots2026.07 | 64.22 | 59.17 | 61.59 | |
| KgCoOpShots=16-shots2026.07 | 64.22 | 59.17 | 61.59 | |
| CoCoOpShots=162026.07 | 62.17 | 59.87 | 61 | |
| CoCoOpShots=16-shots2026.07 | 62.17 | 59.87 | 61 | |
| CoCoOpShots=16-shots2026.07 | 62.17 | 59.87 | 61 | |
| CLIPShots=162026.07 | 55.2 | 59 | 57.03 | |
| CLIPShots=16-shots2026.07 | 55.2 | 59 | 57.03 | |
| CLIPShots=16-shots2026.07 | 55.2 | 59 | 57.03 | |
| ProTextShots=162026.07 | 52.25 | 55.8 | 53.97 | |
| ProTextShots=16-shots2026.07 | 52.25 | 55.8 | 53.97 | |
| ProTextShots=16-shots2026.07 | 52.25 | 55.8 | 53.97 |