OpenCodePapers
image-retrieval-on-fashion-iq
Image Retrieval
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Code
(Recall@10+Recall@50)/2
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Recall@10
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ModelName
ReleaseDate
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71.77
61.97
DQU-CIR
TMCIR: Token Merge Benefits Composed Image Retrieval
66.56
56.57
TMCIR
2025-04-15
Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and Negatives
✓ Link
66.41
56.37
SPN4CIR (SPRC)
2024-04-17
Sentence-level Prompts Benefit Composed Image Retrieval
✓ Link
64.85
54.92
SPRC
2023-10-09
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder
✓ Link
62.15
51.17
Candidate Set Re-ranking
2023-05-25
Ranking-aware Uncertainty for Text-guided Image Retrieval
61.32
RUTIR (BLIP B/16)
2023-08-16
Data Roaming and Quality Assessment for Composed Image Retrieval
✓ Link
59.73
48.79
CASE
2023-03-16
CaLa: Complementary Association Learning for Augmenting Composed Image Retrieval
✓ Link
57.96
46.69
CaLa
2024-05-29
Bi-directional Training for Composed Image Retrieval via Text Prompt Learning
✓ Link
55.4
BLIP4CIR+Bi
2023-03-29
Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features
✓ Link
55.36
CLIP4Cir (v3)
2023-08-22
Ranking-aware Uncertainty for Text-guided Image Retrieval
55.27
RUTIR (CLIP ResNet50)
2023-08-16
Collaborative Group: Composed Image Retrieval via Consensus Learning from Noisy Annotations
51.34
Css-Net
2023-06-03
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization
✓ Link
50.61
MUR (4*ResNet50)
2022-11-14
Conditioned and Composed Image Retrieval Combining and Partially Fine-Tuning CLIP-Based Features
✓ Link
50.03
CLIP4Cir (v2)
2022-06-19
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization
✓ Link
47.28
MUR
2022-11-14
Effective Conditioned and Composed Image Retrieval Combining CLIP-Based Features
✓ Link
47.21
CLIP4Cir
2022-01-01
MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval
✓ Link
46.1
35.6
MMRet-MLLM
2024-12-19
RTIC: Residual Learning for Text and Image Composition using Graph Convolutional Network
✓ Link
40.64
RTIC-GCN
2021-04-07
CoSMo: Content-Style Modulation for Image Retrieval With Text Feedback
✓ Link
39.45
CoSMo
2021-06-19
CurlingNet: Compositional Learning between Images and Text for Fashion IQ Data
✓ Link
38.45
CurlingNet
2020-03-27
Image Search With Text Feedback by Visiolinguistic Attention Learning
✓ Link
35.38
VAL w/ GloVe
2020-06-01
Compositional Learning of Image-Text Query for Image Retrieval
✓ Link
20.6
ComposeAE
2020-06-19