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ResearchFormerly WizWand

Classification on Object-Centric datasets

82.3AccuracyACED-F2
60.9866.51572.0577.585Nov 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ACED-F2Samples Seen=13B, Inference GFlops=10.29, Zero-shot=true2024.1182.3
ACED-F1Samples Seen=13B, Inference GFlops=7.14, Zero-shot=true2024.1181.8
MobileCLIP-S2Samples Seen=13B, Inference GFlops=10.81, Zero-shot=true2024.1181.8
MobileCLIP-S1Samples Seen=13B, Inference GFlops=7.64, Zero-shot=true2024.1180.4
DataComp-CLIP-B/32Samples Seen=13B, Inference GFlops=7.39, Zero-shot=true2024.1180
LAION-CLIP-B/32Samples Seen=34B, Inference GFlops=7.39, Zero-shot=true2024.1178.4
ACED-F0Samples Seen=13B, Inference GFlops=3.3, Zero-shot=true2024.1177.9
MetaCLIP-CLIP-B/32Samples Seen=13B, Inference GFlops=7.39, Zero-shot=true2024.1177.9
MobileCLIP-S0Samples Seen=13B, Inference GFlops=3.7, Zero-shot=true2024.1177
TinyCLIP-63M/32Samples Seen=15.8B, Inference GFlops=5.65, Zero-shot=true2024.1176.4
DatologyAI-cls-B/32Samples Seen=5.1B, Inference GFlops=7.39, Zero-shot=true2024.1175.4
TinyCLIP-45M/32Samples Seen=15.8B, Inference GFlops=3.7, Zero-shot=true2024.1174.8
OpenAI-CLIP-B/32Samples Seen=13B, Inference GFlops=7.39, Zero-shot=true2024.1172.6
TinyCLIP-39M/16Samples Seen=20B, Inference GFlops=9.48, Zero-shot=true2024.1171.6
TinyCLIP-RN30MSamples Seen=15.2B, Inference GFlops=6.93, Zero-shot=true2024.1170.2
DatologyAI-ret-B/32Samples Seen=5.1B, Inference GFlops=7.39, Zero-shot=true2024.1169.6
OpenAI-RN101Samples Seen=13B, Inference GFlops=12.75, Zero-shot=true2024.1168.4
DatologyAI-cls-S/32Samples Seen=2.0B, Inference GFlops=2.83, Zero-shot=true2024.1168.3
OpenAI-RN50Samples Seen=13B, Inference GFlops=9.09, Zero-shot=true2024.1165.2
DatologyAI-ret-S/32Samples Seen=2.0B, Inference GFlops=2.83, Zero-shot=true2024.1161.9
CLIP-KD-RN50Samples Seen=0.5B, Inference GFlops=9.09, Zero-shot=true2024.1161.8