Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

LLVIP

Benchmarks

Task NameDataset NameSOTA ResultTrend
Object DetectionLLVIP
mAP5098.3
104
Object DetectionLLVIP (test)
mAP5098.3
51
Infrared-Visible Image FusionLLVIP (test)
EN7.42
36
Pedestrian DetectionLLVIP (test)
mAP@5097.2
20
ClassificationLLVIP
RGB Accuracy74.1
18
Infrared Image ClassificationLLVIP
Top-1 Accuracy87.2
18
SegmentationLLVIP
IoU86
16
Image-to-Image TranslationLLVIP
PSNR (dB)12.66
14
Visible-Infrared Image FusionLLVIP
EI14.74
10
Multi-modal Image Registration and FusionLLVIP
HD159.21
9
Infrared-visible Image FusionLLVIP
EN7.36
8
Multi-Modal Image FusionLLVIP (test)
SSIM122
8
Text-to-Thermal Retrieval (via Vision pivot)LLVIP to FLIR (test)
mAP37.6
6
Thermal-to-Text Retrieval (via Vision pivot)LLVIP to FLIR (test)
mAP40.2
6
Infrared and Visible Image FusionLLVIP
QG65.53
5
Object DetectionLLVIP (val)
mAP97.8
5
RGB-to-X retrievalLLVIP
R@127.4
4
Image FusionLLVIP
EI14.74
4
Image Fusion EvaluationLLVIP
Inference Time6
3
Image Fusion Metric Consistency AssessmentLLVIP Dataset
VIF72.4
3
Multi-modal Joint RetrievalLLVIP
Top-1 Accuracy79.3
2
Image Fusion Evaluation SpeedLLVIP all (test)
PSNR Time2.9
1
Image Fusion Evaluation SpeedLLVIP part (test)
PSNR Time0.2
1
Thermal Image ClassificationLLVIP (test)
Top-1 Accuracy-
0
Showing 24 of 24 rows