Metric: box APr (higher is better)
| # | Model↕ | box APr▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Grounding DINO 1.5 Pro | 64 | Yes | Grounding DINO 1.5: Advance the "Edge" of Open-S... | 2024-05-16 | Code |
| 2 | RichSem (Focal-H + ImageNet as weakly-supervised extra data) | 61.2 | Yes | Learning from Rich Semantics and Coarse Location... | 2023-10-18 | Code |
| 3 | EVA | 55.1 | Yes | EVA: Exploring the Limits of Masked Visual Repre... | 2022-11-14 | Code |
| 4 | DiverGen (Swin-L) | 50.1 | No | DiverGen: Improving Instance Segmentation by Lea... | 2024-05-16 | Code |
| 5 | CenterNet2 (Swin-L w/ X-Paste + Copy-Paste) | 48.7 | No | X-Paste: Revisiting Scalable Copy-Paste for Inst... | 2022-12-07 | Code |
| 6 | SimLTD Fully Supervised (Swin-L) | 42.4 | No | SimLTD: Simple Supervised and Semi-Supervised Lo... | 2024-12-28 | Code |