SOTA Detection benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
nuScenes (val)	BIRANet	mAP72.3	23	3mo ago
TweetEval hate	SC	Macro F167.53	21	3mo ago
KUMC	PolypSegTrack	F1 Score91.1	20	3mo ago
Synthetic IoUT deployment (test)	HFL-NoCoop	Participation Rate100	16	2mo ago
Unseen Datasets Average	ViT	Accuracy77.12	14	2mo ago
KUMC (test)	FPRL	F1 Score89.8	14	2mo ago
MRI-VQA image-level (test)	Qwen3-VL-8B-SGMRIVQA	A-Score0.9511	11	1mo ago
AVG	Early Fusion	AUC0.897	10	3mo ago
CocoGlide		AUC0.778	10	3mo ago
SGMRI-VQA Volume-level (test)	Qwen3-VL-8B-SGMRIVQA	A-Score99.18	9	1mo ago
T-IC13 adapted (test)	DocShield	Accuracy91.2	9	1mo ago
T-SROIE dense text for robustness (test)	Gemini-2.5-Pro	Accuracy99.9	8	1mo ago
RealText proposed (test)	DocShield	Accuracy91.4	8	1mo ago
StethoBench (test)	StethoLM	BERTScore70.4	8	3mo ago
StethoBench	StethoLM	ROUGE-143.4	8	3mo ago
Algospeak		Unknown Word Detection4.7484	7	26d ago
Algospeak Phonetic 1.0 (test)		Adjusted R20.99	7	26d ago
Algospeak Code 1.0 (test)		Adjusted R21	7	26d ago
Algospeak Paraphrase 1.0 (test)		Adjusted R20.99	7	26d ago
Algospeak (Emotion) 1.0 (test)		Adjusted R20.99	7	26d ago
Algospeak Abbreviation 1.0 (test)		Adjusted R20.98	7	26d ago
Algospeak New word 1.0 (test)		Adjusted R20.99	7	26d ago
Algospeak Unkn. word 1.0 (test)		Adjusted R20.89	7	26d ago
BEANS	BioMamba	dcase0.426	7	3mo ago
OCHuman (test)	BBox-Mask-Pose	bbox AP35.9	7	3mo ago

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