Diabetic Retinopathy Classification on DR (APTOS, DDR, DRD) (test)
84.4Average AccuracyUniPrompt-CL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniPrompt-CLGFLOPs=44.172025.08 | 84.4 | -0.079 | 7.9 | 11.6 | |
| OS-Prompt++ (Add Dino-v2)GFLOPs=66.422025.08 | 81.2 | -0.125 | 12.5 | 8.7 | |
| OS-Prompt++ (Original)GFLOPs=51.122025.08 | 76.9 | -0.113 | 11.3 | 9.5 | |
| MoE-AdaptersGFLOPs=105.642025.08 | 71.6 | -0.08 | 8 | 6.4 | |
| Online EWCGFLOPs=100.622025.08 | 71.5 | -0.174 | 17.4 | 5.9 | |
| Coda-PromptGFLOPs=134.332025.08 | 68.8 | -0.14 | 14 | 5.1 | |
| OS-PromptGFLOPs=34.262025.08 | 66.6 | -0.132 | 13.2 | 9.8 | |
| DER++GFLOPs=168.022025.08 | 60.7 | -0.288 | 28.8 | 3.3 | |
| Dual-promptGFLOPs=105.052025.08 | 46.7 | -0.291 | 29.1 | 3.2 |