Hallucination Detection on FOIL
92.6AccuracyRefCLIP-S
Evaluation results
| Method | Links | |
|---|---|---|
| RefCLIP-Snumber of references=42021.04 | 92.6 | |
| BERT-S (RoBERTa-F)number of references=42021.04 | 92.1 | |
| RefCLIP-Snumber of references=12021.04 | 91 | |
| CIDErnumber of references=42021.04 | 90.6 | |
| BERT-S (RoBERTa-F)number of references=12021.04 | 88.6 | |
| CLIP-Snumber of references=1 (no refs used)2021.04 | 87.2 | |
| CLIP-Snumber of references=4 (no refs used)2021.04 | 87.2 | |
| SPICEnumber of references=42021.04 | 86.1 | |
| METEORnumber of references=42021.04 | 85.4 | |
| BLEU-4number of references=42021.04 | 82.6 | |
| CIDErnumber of references=12021.04 | 82.5 | |
| ROUGE-Lnumber of references=42021.04 | 79.3 | |
| METEORnumber of references=12021.04 | 78.8 | |
| SPICEnumber of references=12021.04 | 75.5 | |
| ROUGE-Lnumber of references=12021.04 | 71.7 | |
| BLEU-4number of references=12021.04 | 66.5 | |
| lengthnumber of references=12021.04 | 50.2 | |
| lengthnumber of references=42021.04 | 50.2 |