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Object Detection on FLIR

72.05mAP

MS-YOLOW-M

Updated 4d ago

Evaluation Results

Method	Links
MS-YOLOW-M 2025.12		72.05	-	-	62.32	79.16	74.67
MS-GDINO-T 2025.12		71.52	-	-	58.86	81.06	74.68
MS-YOLOW-M 2025.12		71.15	-	-	59.37	79.58	74.6
MS-GDINO-T 2025.12		70.25	-	-	57.86	78.89	73.97
YOLOW-M 2025.12		69.98	-	-	55.84	77.7	76.39
YOLOW-M 2025.12		69.78	-	-	54.08	78.53	76.74
GDINO-T 2025.12		67.61	-	-	53	76.4	73.44
GDINO-T 2025.12		64.15	-	-	46.22	74.49	71.74
GDINO-T 2025.12		60.78	-	-	49.78	70.53	62.04
GDINO-T 2025.12		57.8	-	-	43.22	69.66	60.52
YOLOW-M 2025.12		57.56	-	-	46.06	69.72	56.9
DAMSDet 2025.12		57.08	-	-	49.88	58.39	62.98
YOLOW-M 2025.12		55.34	-	-	42.57	67.79	55.66
DAMSDet 2025.12		47.4	-	-	39.69	50.31	52.19
MiPa 2024.04		44.8	81.3	41.8	-	-	-
CAFF-DINO 2025.12		44.46	-	-	35.82	51.14	46.42
UniRGB-IR 2024.04		44.1	81.4	40.2	-	-	-
RSDet 2024.04		43.8	83.9	40.1	-	-	-
CrossFormer 2024.04		42.1	79.3	38.5	-	-	-
Cascade R-CNN (ViT-B) 2024.04		41.9	78.6	37.3	-	-	-
ICAFusion 2024.04		41.4	79.2	36.9	-	-	-
RSDet 2024.04		41.4	81.1	-	-	-	-
CSAA 2024.04		41.3	79.2	37.4	-	-	-
CSSA 2024.04		41.3	79.2	37.4	-	-	-
CFT 2024.04		40.2	78.7	35.5	-	-	-
ProbEn 2024.04		37.9	75.5	31.8	-	-	-
ProbEn 2024.04		37.9	75.5	31.8	-	-	-
Faster R-CNN 2024.04		37.6	75.8	31.6	-	-	-
GAFF 2024.04		37.4	74.6	31.3	-	-	-
GAFF 2024.04		37.4	74.6	31.3	-	-	-
DDQ-DETR 2024.04		37.1	73.9	32.2	-	-	-
Halfway Fusion 2024.04		35.8	71.5	31.1	-	-	-
Cascade R-CNN (ViT-B) 2024.04		33.3	69.3	26.2	-	-	-
CAFF-DINO 2025.12		32.23	-	-	24.3	40.5	31.9
RetinaNet 2024.04		31.5	66.1	25.3	-	-	-
DDQ-DETR 2024.04		30.9	64.9	24.5	-	-	-
Faster R-CNN 2024.04		27.7	62.2	21.2	-	-	-
SSD 2024.04		24.6	57	18	-	-	-
RetinaNet 2024.04		21.9	51.2	15.2	-	-	-
SSD 2024.04		18.8	46.3	13.1	-	-	-