Fs Mevqa On Sme
المقاييس
#Learning Samples (N)
ACC
BLEU-4
CIDEr
Detection
METEOR
ROUGE-L
SPICE
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
جدول المقارنة
| اسم النموذج | #Learning Samples (N) | ACC | BLEU-4 | CIDEr | Detection | METEOR | ROUGE-L | SPICE |
|---|---|---|---|---|---|---|---|---|
| rex-reasoning-aware-and-grounded-explanation | 16 | 17.77 | 0.00 | 0.89 | 0.00 | 4.37 | 23.23 | 0.00 |
| variational-causal-inference-network-for | 16 | 17.77 | 9.17 | 4.28 | 0.28 | 19.82 | 33.34 | 13.39 |
| qwen-vl-a-frontier-large-vision-language | 16 | 40.33 | 24.30 | 201.47 | 1.05 | 23.40 | 34.52 | 26.13 |
| few-shot-multimodal-explanation-for-visual | 16 | 51.45 | 67.91 | 510.44 | 29.09 | 50.55 | 79.41 | 64.09 |
| gemini-1-5-unlocking-multimodal-understanding | 16 | 40.88 | 41.87 | 276.14 | 1.40 | 34.61 | 55.90 | 40.58 |
| cogvlm-visual-expert-for-pretrained-language | 16 | 34.23 | 14.45 | 127.37 | 0.89 | 17.53 | 24.28 | 17.70 |
| gpt-4-technical-report-1 | 16 | 42.30 | 45.51 | 269.68 | 7.00 | 35.17 | 52.67 | 37.67 |