Tasks
SotA
Datasets
Papers
Methods
Submit
About
SotA
/
Computer Vision
/
Image Retrieval
/
CIRR
Image Retrieval on CIRR
Metric: R@50 (higher is better)
Leaderboard
Dataset
Loading chart...
Results
Submit a result
Export CSV
Sort:
R@50 (best first)
R@50 (worst first)
Date (newest first)
Date (oldest first)
Model name (A→Z)
#
Model
↕
R@50
▼
Extra Data
Paper
Date
↕
Code
1
CoVR-BLIP-2
96.1
No
CoVR-2: Automatic Data Construction for Composed...
2023-08-28
Code
2
CoLLM (finetuned - BLIP-L/16)
95.8
No
CoLLM: A Large Language Model for Composed Image...
2025-03-25
Code
3
IP-CIR + LDRE (CLIP G/14)
94.89
No
Imagine and Seek: Improving Composed Image Retri...
2024-11-24
-
4
MagicLens (CoCa L)
94.4
No
MagicLens: Self-Supervised Image Retrieval with ...
2024-03-28
Code
5
CoLLM (Pretrained - BLIP-L/16)
94.2
No
CoLLM: A Large Language Model for Composed Image...
2025-03-25
Code
6
TransAgg (Laion-CIR-Combined)
93.86
No
Zero-shot Composed Text-Image Retrieval
2023-06-12
Code
7
SCOT (WACV 2025)
93.42
No
SCOT: Self-Supervised Contrastive Pretraining Fo...
2025-01-12
-
8
ImageScope (CLIP-ViT-L/14)
92.94
No
ImageScope: Unifying Language-Guided Image Retri...
2025-03-13
Code
9
MagicLens (CLIP L)
92.6
No
MagicLens: Self-Supervised Image Retrieval with ...
2024-03-28
Code
10
CoLLM (Pretrained - CLIP-L/14)
91.5
No
CoLLM: A Large Language Model for Composed Image...
2025-03-25
Code
11
IP-CIR + LDRE (CLIP L/14)
90.41
No
Imagine and Seek: Improving Composed Image Retri...
2024-11-24
-
#1
CoVR-BLIP-2
SOTA
96.1
R@50
· 2023-08-28
CoVR-2: Automatic Data Construction for Composed Video Retrieval
Code
#2
CoLLM (finetuned - BLIP-L/16)
95.8
R@50
· 2025-03-25
CoLLM: A Large Language Model for Composed Image Retrieval
Code
#3
IP-CIR + LDRE (CLIP G/14)
94.89
R@50
· 2024-11-24
Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy
#4
MagicLens (CoCa L)
94.4
R@50
· 2024-03-28
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions
Code
#5
CoLLM (Pretrained - BLIP-L/16)
94.2
R@50
· 2025-03-25
CoLLM: A Large Language Model for Composed Image Retrieval
Code
#6
TransAgg (Laion-CIR-Combined)
SOTA
93.86
R@50
· 2023-06-12
Zero-shot Composed Text-Image Retrieval
Code
#7
SCOT (WACV 2025)
93.42
R@50
· 2025-01-12
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval
#8
ImageScope (CLIP-ViT-L/14)
92.94
R@50
· 2025-03-13
ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning
Code
#9
MagicLens (CLIP L)
92.6
R@50
· 2024-03-28
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions
Code
#10
CoLLM (Pretrained - CLIP-L/14)
91.5
R@50
· 2025-03-25
CoLLM: A Large Language Model for Composed Image Retrieval
Code
#11
IP-CIR + LDRE (CLIP L/14)
90.41
R@50
· 2024-11-24
Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy