Metric: SPICE (higher is better)
| # | Model↕ | SPICE▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Unified VLP | 17 | No | Unified Vision-Language Pre-Training for Image C... | 2019-09-24 | Code |
| 2 | KOSMOS-1 1.6B (zero-shot) | 14.5 | No | - | - | - |
| 3 | MetaLM | 11.7 | No | Language Models are General-Purpose Interfaces | 2022-06-13 | Code |
| 4 | FewVLM | 10 | No | A Good Prompt Is Worth Millions of Parameters: L... | 2021-10-16 | Code |
| 5 | VL-T5 | 2 | No | Unifying Vision-and-Language Tasks via Text Gene... | 2021-02-04 | Code |