Object Detection on BBMP (test) benchmark leaderboard · SOTA2 Research

Object Detection on BBMP (test)

99.55mAP@0.5YOLOX-S

Evaluation Results

Method	Links
YOLOX-S2026.03		99.55	70.68	80.32	99.9	88
DS-MoE2026.03		99.5	85.2	98.3	98.1	94
YOLOR-P62026.03		99.3	59.9	53.5	99	69
MViTv2-B2026.03		98.8	68.79	95.87	97.31	98
YOLOv82026.03		98.76	71.25	97.63	97.78	95
AirDet-S2026.03		98.7	68.41	92.9	95.91	90
YOLOv72026.03		98.46	69.31	96.81	97.44	95
YOLOv5-X2026.03		98.4	64.8	91.47	99.04	94
SegMAN2026.03		98.4	68.71	96.55	97.72	95
PromptDet2026.03		98.07	68.94	95.38	97.16	96
YOLOv6-S2026.03		98	66.81	95.87	96.9	96
MLLA2026.03		97.84	65.41	95.51	96.56	95
PP-YOLOE-S2026.03		97.31	67.53	83.3	97.83	96
MiniGPT-V2026.03		97.25	67.43	94.17	96.02	95
YOLOv42026.03		96.1	50.06	89.37	94.78	91
YOLOv5-S2026.03		93.21	62.1	85.19	91.44	88
YOLOv32026.03		91.37	40.66	84.39	92.33	87
EfficientDet-D32026.03		86.39	55.67	67.49	89.9	76
Faster-R-CNN2026.03		83.62	38.73	74.89	75.4	74
RetinaNet2026.03		80.79	49.89	66.28	77.56	71
SSD2026.03		70.44	32.52	78.94	49.48	25
CenterNet2026.03		68.51	43.18	84.14	48.74	62