2D Classification on LVIS v1.0 val

Metric: box AP (higher is better)

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#	Model↕	box AP▼	Augmentations	Paper	Date↕	Code
1	Co-DETR (single-scale)	68	Yes	DETRs with Collaborative Hybrid Assignments Trai...	2022-11-22	Code
2	Grounding DINO 1.5 Pro	63.5	Yes	Grounding DINO 1.5: Advance the "Edge" of Open-S...	2024-05-16	Code
3	InternImage-H	63.2	Yes	InternImage: Exploring Large-Scale Vision Founda...	2022-11-10	Code
4	EVA	62.2	Yes	EVA: Exploring the Limits of Masked Visual Repre...	2022-11-14	Code
5	RichSem (Focal-H + ImageNet as weakly-supervised extra data)	61.2	Yes	Learning from Rich Semantics and Coarse Location...	2023-10-18	Code
6	GLEE-Pro	55.7	Yes	General Object Foundation Model for Images and V...	2023-12-14	Code
7	ViTDet-H	53.4	No	Exploring Plain Vision Transformer Backbones for...	2022-03-30	Code
8	SimLTD w/MixPL (Swin-L + COCO unlabeled images)	51.5	Yes	SimLTD: Simple Supervised and Semi-Supervised Lo...	2024-12-28	Code
9	DiverGen (Swin-L)	51.2	No	DiverGen: Improving Instance Segmentation by Lea...	2024-05-16	Code
10	ViTDet-L	51.2	No	Exploring Plain Vision Transformer Backbones for...	2022-03-30	Code
11	CenterNet2 (Swin-L w/ X-Paste + Copy-Paste)	50.9	No	X-Paste: Revisiting Scalable Copy-Paste for Inst...	2022-12-07	Code
12	SimLTD Fully Supervised (Swin-L)	49.8	No	SimLTD: Simple Supervised and Semi-Supervised Lo...	2024-12-28	Code
13	Eff-B7 NAS-FPN (1280, Copy-Paste pre-training))	41.6	No	Simple Copy-Paste is a Strong Data Augmentation ...	2020-12-13	Code
14	R101-MaskRCNN-LOCE	29	No	Exploring Classification Equilibrium in Long-Tai...	2021-08-17	Code
15	R50-MaskRCNN-LOCE	27.4	No	Exploring Classification Equilibrium in Long-Tai...	2021-08-17	Code