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Models/ZLaP

ZLaP

Reported on 15 benchmarks across 1 task · 1 paper · 10 SOTA

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

Methodology27 results

Zero-Shot LearningonCUB-200-2011
Accuracy· 2024-04-05
64.3
SOTA
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonFlowers-102
Accuracy· 2024-04-05
75.9
SOTA
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonFGVC-Aircraft
Accuracy· 2024-04-05
29.1
SOTA
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonCaltech-101
Accuracy· 2024-04-05
84
SOTA
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonSUN397
Accuracy· 2024-04-05
71.9
SOTA
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonImageNet
Top 1 Accuracy· 2024-04-05
72.7
SOTA
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonDTD
Accuracy· 2024-04-05
51.8
SOTA
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonOxford-IIIT Pets
Accuracy· 2024-04-05
92.8
SOTA
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonStanford Cars
Accuracy· 2024-04-05
72.1
SOTA
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonCIFAR-100
Accuarcy· 2024-04-05
73.3
SOTA
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonSUN397
Accuracy· 2024-04-05
71
best: 71.9
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonCIFAR-10
Accuracy· 2024-04-05
93.4
best: 93.6 (ZLaP*)
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonFood-101
Accuracy· 2024-04-05
87.8
best: 87.9 (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
90
best: 92.8
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonStanford Cars
Accuracy· 2024-04-05
71.2
best: 72.1
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonDTD
Accuracy· 2024-04-05
51.2
best: 51.8
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonCIFAR-100
Accuracy· 2024-04-05
74
best: 74.2 (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
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonEuroSAT
Accuracy· 2024-04-05
60.9
best: 91.2 (RS-TransCLIP)
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonCUB-200-2011
Accuracy· 2024-04-05
64.1
best: 64.3
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonFlowers-102
Accuracy· 2024-04-05
73.4
best: 75.9
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonCIFAR-10
Accuracy· 2024-04-05
93.6
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonCaltech-101
Accuracy· 2024-04-05
83.7
best: 84
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonFGVC-Aircraft
Accuracy· 2024-04-05
28.4
best: 29.1
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonFood-101
Accuracy· 2024-04-05
87.9
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072
Zero-Shot LearningonUCF101
Accuracy· 2024-04-05
77.7
best: 87.8 (Structured Keypoint Pooling)
Label Propagation for Zero-shot Classification with Vision-Language Models arXiv:2404.04072