OpenCodePapers
image-retrieval-on-cirr
Image Retrieval
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Paper
Code
(Recall@5+Recall_subset@1)/2
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Recall@10
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ModelName
ReleaseDate
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TMCIR: Token Merge Benefits Composed Image Retrieval
83.46
91.06
TMCIR
2025-04-15
Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and Negatives
✓ Link
82.69
90.87
SPN4CIR (SPRC)
2024-04-17
Sentence-level Prompts Benefit Composed Image Retrieval
✓ Link
82.66
90.39
SPRC2
2023-10-09
Sentence-level Prompts Benefit Composed Image Retrieval
✓ Link
81.39
89.74
SPRC
2023-10-09
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder
✓ Link
80.9
89.78
Candidate Set Re-ranking
2023-05-25
CaLa: Complementary Association Learning for Augmenting Composed Image Retrieval
✓ Link
78.74
89.59
CaLa
2024-05-29
Data Roaming and Quality Assessment for Composed Image Retrieval
✓ Link
78.25
88.75
CASE (Pre-trained on LaSCo.Ca)
2023-03-16
Data Roaming and Quality Assessment for Composed Image Retrieval
✓ Link
77.5
87.25
CASE
2023-03-16
VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval
✓ Link
75.9
VISTA (base)
2024-06-06
MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval
✓ Link
75.7
85.1
MMRet-MLLM
2024-12-19
Target-Guided Composed Image Retrieval
75.6
87.16
TG-CIR (Wen et al., 2023)
2023-09-04
Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features
✓ Link
75.10
CLIP4Cir (v3)
2023-08-22
Bi-directional Training for Composed Image Retrieval via Text Prompt Learning
✓ Link
72.59
83.88
BLIP4CIR+Bi
2023-03-29
Conditioned and Composed Image Retrieval Combining and Partially Fine-Tuning CLIP-Based Features
✓ Link
69.09
CLIP4Cir (v2)
2022-06-19
Effective Conditioned and Composed Image Retrieval Combining CLIP-Based Features
✓ Link
63.87
CLIP4Cir
2022-01-01
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models
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45.88
CIRPLANT
2021-08-09
ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity
✓ Link
43.05
61.31
ARTEMIS
2022-03-15