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Models/SCOT (WACV 2025)

SCOT (WACV 2025)

Reported on 16 benchmarks across 2 tasks · 1 paper

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

Computer Vision16 results

Image RetrievalonFashion IQ
(Recall@10+Recall@50)/2· 2025-01-12
49.24
best: 71.77 (DQU-CIR)
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Image RetrievalonFashion IQ
R@10· 2025-01-12
38.45
best: 49.96 (CoVR-BLIP-2)
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Image RetrievalonFashion IQ
R@50· 2025-01-12
60.03
best: 71.17 (CoVR-BLIP-2)
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Image RetrievalonCIRCO
mAP@10· 2025-01-12
37.88
best: 43.4 (MMRet-MLLM)
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Image RetrievalonCIRR
R@1· 2025-01-12
36.82
best: 50.43 (CoVR-BLIP-2)
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Image RetrievalonCIRR
R@10· 2025-01-12
74.48
best: 84.7 (CoLLM (finetuned - BLIP-L/16))
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Image RetrievalonCIRR
R@5· 2025-01-12
64.34
best: 81.08 (CoVR-BLIP-2)
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Image RetrievalonCIRR
R@50· 2025-01-12
93.42
best: 96.1 (CoVR-BLIP-2)
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Composed Image Retrieval (CoIR)onFashion IQ
(Recall@10+Recall@50)/2· 2025-01-12
49.24
best: 60.57 (CoVR-BLIP-2)
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Composed Image Retrieval (CoIR)onFashion IQ
R@10· 2025-01-12
38.45
best: 49.96 (CoVR-BLIP-2)
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Composed Image Retrieval (CoIR)onFashion IQ
R@50· 2025-01-12
60.03
best: 71.17 (CoVR-BLIP-2)
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Composed Image Retrieval (CoIR)onCIRCO
mAP@10· 2025-01-12
37.88
best: 43.4 (MMRet-MLLM)
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Composed Image Retrieval (CoIR)onCIRR
R@1· 2025-01-12
36.82
best: 50.43 (CoVR-BLIP-2)
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Composed Image Retrieval (CoIR)onCIRR
R@10· 2025-01-12
74.48
best: 84.7 (CoLLM (finetuned - BLIP-L/16))
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Composed Image Retrieval (CoIR)onCIRR
R@5· 2025-01-12
64.34
best: 81.08 (CoVR-BLIP-2)
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347
Composed Image Retrieval (CoIR)onCIRR
R@50· 2025-01-12
93.42
best: 96.1 (CoVR-BLIP-2)
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval arXiv:2501.08347