MTCIR (BLIP B/16)

Reported on 4 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 Vision4 results

Image RetrievalonCIRCO
mAP@10· 2023-11-13
8.03
best: 43.4 (MMRet-MLLM)
Pretrain like Your Inference: Masked Tuning Improves Zero-Shot Composed Image Retrieval arXiv:2311.07622
Image RetrievalonCIRR
R@5· 2023-11-13
58.87
best: 81.08 (CoVR-BLIP-2)
Pretrain like Your Inference: Masked Tuning Improves Zero-Shot Composed Image Retrieval arXiv:2311.07622
Composed Image Retrieval (CoIR)onCIRCO
mAP@10· 2023-11-13
8.03
best: 43.4 (MMRet-MLLM)
Pretrain like Your Inference: Masked Tuning Improves Zero-Shot Composed Image Retrieval arXiv:2311.07622
Composed Image Retrieval (CoIR)onCIRR
R@5· 2023-11-13
58.87
best: 81.08 (CoVR-BLIP-2)
Pretrain like Your Inference: Masked Tuning Improves Zero-Shot Composed Image Retrieval arXiv:2311.07622