Autonomous Vehicles on LLVIP

Metric: AP (higher is better)

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#	Model↕	AP▼	Extra Data	Paper	Date↕	Code
1	MMPedestron	0.726	No	When Pedestrian Detection Meets Multi-Modal Lear...	2024-07-14	Code
2	CAFF-DINO	0.685	No	-	-	-
3	YoloV5	0.67	No	LLVIP: A Visible-infrared Paired Dataset for Low...	2021-08-24	Code
4	MiPa	0.665	No	MiPa: Mixed Patch Infrared-Visible Modality Agno...	2024-04-29	Code
5	CFT	0.636	No	Cross-Modality Fusion Transformer for Multispect...	2021-10-30	Code
6	UniRGB-IR	0.632	No	UniRGB-IR: A Unified Framework for RGB-Infrared ...	2024-04-26	Code
7	RSDet	0.613	No	Removal then Selection: A Coarse-to-Fine Fusion ...	2024-01-19	Code
8	CMX	0.596	No	CMX: Cross-Modal Fusion for RGB-X Semantic Segme...	2022-03-09	Code
9	CSSA	0.592	No	-	-	-
10	YoloV3	0.582	No	LLVIP: A Visible-infrared Paired Dataset for Low...	2021-08-24	Code
11	GAFF	0.558	No	-	-	-
12	Halfway Fusion	0.551	No	-	-	-
13	YoloV5-RGB	0.527	No	LLVIP: A Visible-infrared Paired Dataset for Low...	2021-08-24	Code
14	ProbEn	0.515	No	Multimodal Object Detection via Probabilistic En...	2021-04-07	Code
15	ProbEn	0.515	No	Multimodal Object Detection via Probabilistic En...	2021-04-07	Code
16	YoloV3-RGB	0.466	No	LLVIP: A Visible-infrared Paired Dataset for Low...	2021-08-24	Code