Object Classification on MS-COCO Objects 2017 (val)
31.92Top-1 AccuracyCLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CLIPBackbone=ViT-B/32, Evaluation=Zero-shot2025.11 | 31.92 | 56.96 | 70.25 | |
| ScenarioCLIPKnowledge Distillation=true, Evaluation=Zero-shot2025.11 | 31.31 | 48.74 | 58.74 | |
| ScenarioCLIP w/o KDKnowledge Distillation=false, Evaluation=Zero-shot2025.11 | 29.89 | 46.85 | 56.83 | |
| PyramidCLIPEvaluation=Zero-shot2025.11 | 23.33 | 45.24 | 56.69 |