Object Detection on D3 benchmark leaderboard · SOTA2 Research

Object Detection on D3

42Full ScoreWeDetect-Ref-4B

Evaluation Results

Method	Links
WeDetect-Ref-4B2026.02		42	44	35.8
WeDetect-Ref 4B2025.12		42	44	35.8
WeDetect-Ref-2B2026.02		41.8	43.9	35.4
WeDetect-Ref 2B2025.12		41.8	43.9	35.4
ObjEmbed-4B2026.02		40.2	42.2	34.4
ObjEmbed-2B2026.02		39.4	41.1	34.2
FIBER-B + ours2026.03		37.6	37.2	38.8
Real-Model2026.03		34.1	34.4	33.2
Weak-to-Strong2026.02		30.8	31	30.4
Weak-to-Strong2025.12		30.8	31	30.4
GLIP-T + ours2026.03		30	29.2	32.3
ROD-MLLM-7B2025.12		29.7	30	28.7
ROD-MLLM2026.03		29.7	30	28.7
Gen-Enhanced-Negs2025.12		26	25.2	28.1
GN-FIBER2026.03		26	25.2	28.1
InternVL2-76B2025.12		25.3	25.7	23.5
Qwen3-VL-4B2026.02		24.3	25.8	19.7
RelationLLM-L2026.03		24.3	24.6	23.4
OWLv2 (L/14)2026.02		22.8	22.1	24.7
OWLv22025.12		22.8	22.1	24.7
FIBER-B2025.12		22.7	21.5	26
FIBER-B2026.03		22.7	21.5	26
OFA-DOD-B2025.12		21.6	23.7	15.4
OFA-DOD2026.03		21.6	23.7	15.4
GN-GLIP2026.03		21.4	20.6	23.7
Grounding-DINO-T2026.02		20.7	20.1	22.5
Grounding-DINO-B2025.12		20.7	20.1	22.5
GLIP-T2026.02		19.1	18.3	21.5
GLIP-T2025.12		19.1	18.3	21.5
GLIP-T2026.03		19.1	18.3	21.5
LLMDet-T2026.02		17.2	17.1	17.6
Qwen3-VL-2B2026.02		16	17	11.2
Groma-7B2025.12		16	15.9	16.3
Griffon-13B2025.12		12.3	12.4	12.2
InternVL2-8B2025.12		9.8	11	6.2