Open Vocabulary Image Classification On Ovic
평가 지표
Overall Score
Prediction Score
Prediction Score (mean of 3)
Top 1 Accuracy
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | Overall Score | Prediction Score | Prediction Score (mean of 3) | Top 1 Accuracy | Paper Title | Repository |
|---|---|---|---|---|---|---|
| DFN-5B H/14-378 + PrefixedIter Decoder (FT2) | 87.13 | 87.94 | 87.08 | 86.77 | Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion | |
| DFN-5B H/14-378 + PrefixedIter Decoder (FT0) | 87.90 | 88.27 | 86.41 | 86.95 | Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion | |
| SigLIP SO/14 + PrefixedIter Decoder (FT2) | - | - | 87.49 | - | Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion |
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