Customized few-shot classification on Cards
0.7381Accuracy (Number)BLIP2+OD-CRL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BLIP2+OD-CRLBackbone=BLIP2, Shots=102026.02 | 0.7381 | 0.8441 | 0.8102 | |
| BLIP2+CRLBackbone=BLIP2, Shots=102026.02 | 0.7014 | 0.8413 | 0.7277 | |
| BLIP2+OD-CRLBackbone=BLIP2, Shots=52026.02 | 0.6839 | 0.8244 | 0.8102 | |
| BLIP2+CRLBackbone=BLIP2, Shots=52026.02 | 0.6164 | 0.7991 | 0.7277 | |
| BLIP2Backbone=BLIP2, Shots=102026.02 | 0.5594 | 0.7816 | 0.6253 | |
| CLIP+OD-CRLBackbone=CLIP, Shots=102026.02 | 0.5428 | 0.7645 | 0.7161 | |
| CLIP+CRLBackbone=CLIP, Shots=102026.02 | 0.5108 | 0.7264 | 0.6465 | |
| CLIP+OD-CRLBackbone=CLIP, Shots=52026.02 | 0.4955 | 0.7179 | 0.7161 | |
| BLIP2+OD-CRLBackbone=BLIP2, Shots=12026.02 | 0.486 | 0.7124 | 0.8102 | |
| BLIP2Backbone=BLIP2, Shots=52026.02 | 0.4554 | 0.7014 | 0.6253 | |
| CLIP+CRLBackbone=CLIP, Shots=52026.02 | 0.4451 | 0.6718 | 0.6465 | |
| CLIPBackbone=CLIP, Shots=102026.02 | 0.4184 | 0.6598 | 0.5343 | |
| CLIPBackbone=CLIP, Shots=52026.02 | 0.3373 | 0.5636 | 0.5343 | |
| CLIP+OD-CRLBackbone=CLIP, Shots=12026.02 | 0.335 | 0.5258 | 0.7161 | |
| BLIP2Backbone=BLIP2, Shots=12026.02 | 0.2721 | 0.4461 | 0.6253 | |
| BLIP2+CRLBackbone=BLIP2, Shots=12026.02 | 0.2644 | 0.5044 | 0.7277 | |
| CLIPBackbone=CLIP, Shots=12026.02 | 0.2063 | 0.3765 | 0.5343 | |
| CLIP+CRLBackbone=CLIP, Shots=12026.02 | 0.1765 | 0.3711 | 0.6465 |