Instance Segmentation on LVIS v1.0 val

Metric: mask AP (higher is better)

LeaderboardDataset

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#	Model↕	mask AP▼	Extra Data	Paper	Date↕	Code
1	Co-DETR (single-scale)	60.7	Yes	DETRs with Collaborative Hybrid Assignments Trai...	2022-11-22	Code
2	EVA	55	Yes	EVA: Exploring the Limits of Masked Visual Repre...	2022-11-14	Code
3	HTC-ealrystop-ema	50.4	No	LVIS Challenge Track Technical Report 1st Place ...	2021-11-04	-
4	GLEE-Pro	49.9	Yes	General Object Foundation Model for Images and V...	2023-12-14	Code
5	ViTDet-H	48.1	No	Exploring Plain Vision Transformer Backbones for...	2022-03-30	Code
6	ViTDet-L	46	No	Exploring Plain Vision Transformer Backbones for...	2022-03-30	Code
7	DiverGen (Swin-L)	45.5	No	DiverGen: Improving Instance Segmentation by Lea...	2024-05-16	Code
8	CenterNet2 (Swin-L w/ X-Paste + Copy-Paste)	45.4	No	X-Paste: Revisiting Scalable Copy-Paste for Inst...	2022-12-07	Code
9	DiffusionInst-SwinL	38.6	No	DiffusionInst: Diffusion Model for Instance Segm...	2022-12-06	Code
10	FRACAL-Swin-B	38.5	No	Fractal Calibration for long-tailed object detec...	2024-10-15	Code
11	Eff-B7 NAS-FPN (1280, Copy-Paste pre-training))	38.1	No	Simple Copy-Paste is a Strong Data Augmentation ...	2020-12-13	Code
12	DiffusionInst-SwinB	36	No	DiffusionInst: Diffusion Model for Instance Segm...	2022-12-06	Code
13	FRACAL-SwinS	33.6	No	Fractal Calibration for long-tailed object detec...	2024-10-15	Code
14	FRACAL-SwinT	30.7	No	Fractal Calibration for long-tailed object detec...	2024-10-15	Code
15	SE-R101-FPN-MaskRCNN-APA	30.7	No	Adaptive Parametric Activation	2024-07-11	Code
16	SE-R50-FPN-MaskRCNN-APA	29.1	No	Adaptive Parametric Activation	2024-07-11	Code
17	R101-FPN-MaskRCNN-GOL	29	No	Long-tailed Instance Segmentation using Gumbel O...	2022-07-22	Code
18	Cascade-R101-EQLv2	28.8	No	Equalization Loss v2: A New Gradient Balance App...	2020-12-15	Code
19	R101-MaskRCNN-LOCE	28	No	Exploring Classification Equilibrium in Long-Tai...	2021-08-17	Code
20	R50-FPN-MaskRCNN-GOL	27.7	No	Long-tailed Instance Segmentation using Gumbel O...	2022-07-22	Code
21	R101-FPN-MaskRCNN-EQLv2	27.5	No	Equalization Loss v2: A New Gradient Balance App...	2020-12-15	Code
22	DiffusionInst-ResNet101	27	No	DiffusionInst: Diffusion Model for Instance Segm...	2022-12-06	Code
23	R50-MaskRCNN-LOCE	26.6	No	Exploring Classification Equilibrium in Long-Tai...	2021-08-17	Code
24	R50-FPN-MaskRCNN-EQLv2	23.7	No	Equalization Loss v2: A New Gradient Balance App...	2020-12-15	Code
25	DiffusionInst-ResNet50	22.3	No	DiffusionInst: Diffusion Model for Instance Segm...	2022-12-06	Code