Correlation with human judgment on Flickr8K Expert 2013 (full)
53Kendall's TauRefCLIP-S
Evaluation Results
| Method | Links | |
|---|---|---|
| RefCLIP-Sreferences=4-52021.04 | 53 | |
| CLIP-Sreferences=none2021.04 | 51.2 | |
| ViLBERTScore-Freferences=4-52021.04 | 50.1 | |
| NUBIAreferences=4-5, reported_in_prior_work=true2021.04 | 49.5 | |
| TIGErreferences=4-52021.04 | 49.3 | |
| BERT-S++references=4-52021.04 | 46.7 | |
| LEICreferences=4-5, reported_in_prior_work=true2021.04 | 46.6 | |
| SPICEreferences=4-52021.04 | 44.9 | |
| CIDErreferences=4-52021.04 | 43.9 | |
| METEORreferences=4-52021.04 | 41.8 | |
| BERT-S (RoBERTa-F)references=4-52021.04 | 39.2 | |
| BLEU-1references=4-52021.04 | 32.3 | |
| ROUGE-Lreferences=4-52021.04 | 32.3 | |
| BLEU-4references=4-52021.04 | 30.8 |