Conceptual Captions
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Captioning | Conceptual Captions (test) | CIDEr40.9 | 34 | |
| Conditional Real Image Inversion & Reconstruction | Conceptual Captions (val) | MSE7.86 | 10 | |
| Unconditional Real Image Inversion & Reconstruction | Conceptual Captions (val) | MSE8.85 | 10 | |
| Image Captioning | Conceptual Captions 2018 (val) | Win Rate0.572 | 10 | |
| Image Captioning | Conceptual Captions (dev) | CIDEr93.7 | 9 | |
| Image Captioning | Conceptual Captions Google-CC 3M (dev) | CIDEr108.6 | 7 | |
| Feature Attribution | Conceptual Captions (CC) text (test) | Conf. Drop (%)1.06 | 6 | |
| Feature Attribution | Conceptual Captions (CC) image (test) | Confidence Drop (%)1.11 | 6 | |
| Image Retrieval | Conceptual Captions (test) | P@194.4 | 5 | |
| Text-to-Image Synthesis | Conceptual Captions (test) | FID22.61 | 2 | |
| Scene Graph Detection | Conceptual Captions (test) | R@509.47 | 2 | |
| Image-Caption Quality Assessment | Conceptual Captions 10,000 sample | CLIPScore24.72 | 1 |
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