Classification on Object-Centric datasets
82.3AccuracyACED-F2
Evaluation Results
| Method | Links | |
|---|---|---|
| ACED-F2Samples Seen=13B, Inference GFlops=10.29, Zero-shot=true2024.11 | 82.3 | |
| ACED-F1Samples Seen=13B, Inference GFlops=7.14, Zero-shot=true2024.11 | 81.8 | |
| MobileCLIP-S2Samples Seen=13B, Inference GFlops=10.81, Zero-shot=true2024.11 | 81.8 | |
| MobileCLIP-S1Samples Seen=13B, Inference GFlops=7.64, Zero-shot=true2024.11 | 80.4 | |
| DataComp-CLIP-B/32Samples Seen=13B, Inference GFlops=7.39, Zero-shot=true2024.11 | 80 | |
| LAION-CLIP-B/32Samples Seen=34B, Inference GFlops=7.39, Zero-shot=true2024.11 | 78.4 | |
| ACED-F0Samples Seen=13B, Inference GFlops=3.3, Zero-shot=true2024.11 | 77.9 | |
| MetaCLIP-CLIP-B/32Samples Seen=13B, Inference GFlops=7.39, Zero-shot=true2024.11 | 77.9 | |
| MobileCLIP-S0Samples Seen=13B, Inference GFlops=3.7, Zero-shot=true2024.11 | 77 | |
| TinyCLIP-63M/32Samples Seen=15.8B, Inference GFlops=5.65, Zero-shot=true2024.11 | 76.4 | |
| DatologyAI-cls-B/32Samples Seen=5.1B, Inference GFlops=7.39, Zero-shot=true2024.11 | 75.4 | |
| TinyCLIP-45M/32Samples Seen=15.8B, Inference GFlops=3.7, Zero-shot=true2024.11 | 74.8 | |
| OpenAI-CLIP-B/32Samples Seen=13B, Inference GFlops=7.39, Zero-shot=true2024.11 | 72.6 | |
| TinyCLIP-39M/16Samples Seen=20B, Inference GFlops=9.48, Zero-shot=true2024.11 | 71.6 | |
| TinyCLIP-RN30MSamples Seen=15.2B, Inference GFlops=6.93, Zero-shot=true2024.11 | 70.2 | |
| DatologyAI-ret-B/32Samples Seen=5.1B, Inference GFlops=7.39, Zero-shot=true2024.11 | 69.6 | |
| OpenAI-RN101Samples Seen=13B, Inference GFlops=12.75, Zero-shot=true2024.11 | 68.4 | |
| DatologyAI-cls-S/32Samples Seen=2.0B, Inference GFlops=2.83, Zero-shot=true2024.11 | 68.3 | |
| OpenAI-RN50Samples Seen=13B, Inference GFlops=9.09, Zero-shot=true2024.11 | 65.2 | |
| DatologyAI-ret-S/32Samples Seen=2.0B, Inference GFlops=2.83, Zero-shot=true2024.11 | 61.9 | |
| CLIP-KD-RN50Samples Seen=0.5B, Inference GFlops=9.09, Zero-shot=true2024.11 | 61.8 |