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LVIS v1.0 val
3D 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