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FLIR

Benchmarks

Task NameDataset NameSOTA ResultTrend
Object DetectionFLIR (test)
mAP502.39
94
Object DetectionFLIR
mAP87
65
Object DetectionFLIR Aligned (test)
mAP@0.587
40
RGB-T Pedestrian Detection AttackFLIR aligned (test)
ASR100
30
Infrared-Visible Image FusionFLIR
AG5.079
22
Object DetectionFLIR Aligned
AP48.1
20
Object DetectionFLIR v2
AP20
15
Text-to-Image RetrievalFLIR (test)
Recall@111.7
11
Image-to-Text RetrievalFLIR (test)
Recall@112.3
11
Image FusionFLIR PID-generated infrared
AG (Average Gradient)4.518
11
Object DetectionFLIR relabeled version by Zhang (test)
mAP43.8
11
Object DetectionFLIR v1_3
ASR20.2
9
Image-to-Image TranslationFLIR
PSNR17.74
9
Infrared and Visible Image FusionFLIR image fusion
EN7.344
9
Object DetectionFLIR 10-shot (test)
mAP5071.15
8
Object DetectionFLIR 5-shot (test)
mAP5070.69
8
RGB-to-LWIR translationFLIR 2024 (test)
PSNR23.45
7
Thermal-to-Text Retrieval (via Vision pivot)FLIR to LLVIP (test)
mAP45.2
6
Multi-category object detectionFLIR RGB + IR (test)
AP5086.4
4
Infrared Image ClassificationFLIR V2
Top-1 Accuracy97.2
4
Infrared Image ClassificationFLIR V1
Top-1 Accuracy82.9
2
Out-of-Distribution DetectionFLIR VIS
AUROC (Level 1)82.83
1
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