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Object Detection on FLIR

72.05mAP

MS-YOLOW-M

Updated 4d ago

Evaluation Results

Method
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	-
Semantic Bridge Fusion 2026.04	50.4	88.6	45.7	-	-	-	59.7
waveMamba 2026.04	48.1	88.4	-	-	-	-	57.1
DAMSDet 2025.12	47.4	-	-	39.69	50.31	52.19	-
Fusion Mamba 2026.04	47	84.9	45.9	-	-	-	55.7
SLGNet 2026.04	45.1	85.8	42.3	-	-	-	55.6
MiPa 2024.04	44.8	81.3	41.8	-	-	-	-
COFNet 2026.04	44.6	83.6	41.7	-	-	-	55.3
MDACL 2026.04	44.6	83.2	-	-	-	-	55.6
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	-	-	-	-
RSDet 2026.04	43.8	83.9	40.1	-	-	-	52.6
CrossModalNet 2026.04	43.3	81.7	39.1	-	-	-	54
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	-	-	-	-	-
ICAFusion 2026.04	41.4	79.2	36.9	-	-	-	-
CSAA 2024.04	41.3	79.2	37.4	-	-	-	-
CSSA 2024.04	41.3	79.2	37.4	-	-	-	-
MS2Fusion 2026.04	40.3	83.3	-	-	-	-	52.9
CFT 2024.04	40.2	78.7	35.5	-	-	-	-
MCOR 2026.04	39.9	78.2	34.4	-	-	-	52.4
YOLOv5 2026.04	38.3	72.9	31.8	-	-	-	50.2
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	-	-	-	-
FasterRCNN 2026.04	37.6	75.8	31.6	-	-	-	46.1
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	-	-	-	-
DDQ-DETR 2026.04	37.1	73.9	32.2	-	-	-	47.9
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	-	-	-	-
RetinaNet 2026.04	31.5	66.1	25.3	-	-	-	43.3
DDQ-DETR 2024.04	30.9	64.9	24.5	-	-	-	-
DDQ-DETR 2026.04	30.9	64.9	24.5	-	-	-	38.8
YOLOv5 2026.04	28.2	66.3	24.2	-	-	-	41.1
Faster R-CNN 2024.04	27.7	62.2	21.2	-	-	-	-
FasterRCNN 2026.04	27.7	62.2	21.2	-	-	-	36.4
SSD 2024.04	24.6	57	18	-	-	-	-
RetinaNet 2024.04	21.9	51.2	15.2	-	-	-	-
RetinaNet 2026.04	21.9	51.2	15.2	-	-	-	32.4
SSD 2024.04	18.8	46.3	13.1	-	-	-	-
EI2Det 2026.03	-	80.2	-	-	-	-	-
MMI-Det 2026.03	-	79.8	-	-	-	-	-
ICAFusion 2026.03	-	77.5	-	-	-	-	-
PSFusion 2026.03	-	75.8	-	-	-	-	-
CDDFuse 2026.03	-	75.5	-	-	-	-	-
DATFuse 2026.03	-	75.4	-	-	-	-	-
PIAFusion 2026.03	-	75.3	-	-	-	-	-
IFCNN 2026.03	-	74.9	-	-	-	-	-
DHANet 2026.03	-	74.3	-	-	-	-	-
GAFF 2026.03	-	72.9	-	-	-	-	-
YOLO Fusion 2026.03	-	71.7	-	-	-	-	-
DLRMamba 2026.03	-	80	-	-	-	-	-