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Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi
Abstract
Code Repositories
showlab/loveu-tgve-2023
pytorch
Mentioned in GitHub
jmhessel/pycocoevalcap
pytorch
Mentioned in GitHub
jmhessel/clipscore
Official
pytorch
Mentioned in GitHub
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| human-judgment-classification-on-pascal-50s | RefCLIP-S | Mean Accuracy: 83.1 |
| human-judgment-classification-on-pascal-50s | CLIP-S | Mean Accuracy: 80.7 |
| human-judgment-correlation-on-flickr8k-cf | CLIP-S | Kendall's Tau-b: 34.4 |
| human-judgment-correlation-on-flickr8k-cf | RefCLIP-S | Kendall's Tau-b: 36.4 |
| human-judgment-correlation-on-flickr8k-expert | CLIP-S | Kendall's Tau-c: 51.2 |
| human-judgment-correlation-on-flickr8k-expert | RefCLIP-S | Kendall's Tau-c: 53.0 |
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