Metric: Intra-scenario ABS mAP (higher is better)
| # | Model↕ | Intra-scenario ABS mAP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MM-Grounding-DINO | 26 | No | An Open and Comprehensive Pipeline for Unified O... | 2024-01-04 | Code |
| 2 | FIBER-B | 26 | No | Coarse-to-Fine Vision-Language Pre-training with... | 2022-06-15 | Code |
| 3 | GLIP-T | 21.5 | No | Grounded Language-Image Pre-training | 2021-12-07 | Code |
| 4 | UNINEXT-large | 15.9 | No | Universal Instance Perception as Object Discover... | 2023-03-12 | Code |
| 5 | OFA-DOD-base | 15.4 | No | Described Object Detection: Liberating Object De... | 2023-07-24 | Code |
| 6 | OWL-ViT-base | 8.8 | No | Simple Open-Vocabulary Object Detection with Vis... | 2022-05-12 | Code |
| 7 | SPHINX-7B | 7.9 | No | SPHINX: The Joint Mixing of Weights, Tasks, and ... | 2023-11-13 | Code |
| 8 | CORA-R50 | 5 | No | CORA: Adapting CLIP for Open-Vocabulary Detectio... | 2023-03-23 | Code |