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Models/ZLaP*

ZLaP*

Reported on 14 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology14 results

Zero-Shot LearningonCIFAR-10
Accuracy· 2024-04-05
93.6
SOTA
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonFood-101
Accuracy· 2024-04-05
87.9
SOTA
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonEuroSAT
Accuracy· 2024-04-05
63.2
best: 91.2 (RS-TransCLIP)
SOTA
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonCIFAR-100
Accuracy· 2024-04-05
74.2
SOTA
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonSUN397
Accuracy· 2024-04-05
71.4
best: 71.9 (ZLaP)
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonCUB-200-2011
Accuracy· 2024-04-05
64.2
best: 64.3 (ZLaP)
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonFlowers-102
Accuracy· 2024-04-05
75.5
best: 75.9 (ZLaP)
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonUCF101
Accuracy· 2024-04-05
76.3
best: 87.8 (Structured Keypoint Pooling)
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonOxford-IIIT Pets
Accuracy· 2024-04-05
89
best: 92.8 (ZLaP)
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonStanford Cars
Accuracy· 2024-04-05
71.8
best: 72.1 (ZLaP)
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonFGVC-Aircraft
Accuracy· 2024-04-05
29
best: 29.1 (ZLaP)
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonDTD
Accuracy· 2024-04-05
51
best: 51.8 (ZLaP)
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonImageNet
Top 1 Accuracy· 2024-04-05
72.1
best: 72.7 (ZLaP)
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonCaltech-101
Accuracy· 2024-04-05
83.1
best: 84 (ZLaP)
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072