| Paper | Code | mAP | Recall | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| UniFa: A unified feature hallucination framework for any-shot object detection | 26.00 | 69.10 | UniFa | 2025-03-01 | |
| SeeDS: Semantic Separable Diffusion Synthesizer for Zero-shot Food Detection | ✓ Link | 20.6 | 64 | SeeDS | 2023-10-07 |
| Resolving Semantic Confusions for Improved Zero-Shot Detection | ✓ Link | 20.10 | 65.10 | ZSD-SCR | 2022-12-12 |
| Robust Region Feature Synthesizer for Zero-Shot Object Detection | ✓ Link | 19.8 | 62.3 | ZSD-RRFS | 2022-01-01 |
| Semantics-Guided Contrastive Network for Zero-Shot Object detection | 18.60 | 59.50 | ContrastZSD | 2021-09-04 | |
| Synthesizing the Unseen for Zero-shot Object Detection | ✓ Link | 17.30 | 61.40 | SUZOD | 2020-10-19 |
| From Node to Graph: Joint Reasoning on Visual-Semantic Relational Graph for Zero-Shot Detection | ✓ Link | 14.90 | 62.70 | GRAN | 2022-02-15 |
| Background Learnable Cascade for Zero-Shot Object Detection | ✓ Link | 14.70 | 54.68 | BLC | 2020-10-09 |
| Polarity Loss for Zero-shot Object Detection | ✓ Link | 12.62 | 43.56 | ZSD-Polarity Loss | 2018-11-22 |