Places365
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | Places365-LT | Accuracy (Many-shot)50.9 | 24 | |
| Neuron Interpretation | Places365 (test) | CLIP Cosine Similarity0.7936 | 7 | |
| Class-conditional Conformal Prediction | Places365 alpha=0.1 standard (test) | Coverage89 | 6 | |
| Image Classification | Places365 10-shot (test) | Accuracy39.46 | 6 | |
| Conditional Image Generation | Places365 5 classes 500 samples per class | FID71.1 | 6 | |
| Neuron Interpretation | Places365 CoSy benchmark avgpool layer | AUC94 | 4 | |
| Deblurring | Places365 (test) | PSNR (Lip-DnCNN)33.6 | 4 | |
| Image Outpainting | Places365 Standard (test) | L1 Loss0.08 | 3 |
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