| question-answering-on-piqa | Phi-3.5-MoE (5-shot) | #4 | Accuracy: 88.6 |
| instruction-following-on-mtbench | Phi-3-Medium | #5 | Score (1-10): 8.91 |
| math-word-problem-solving-on-mgsm-0-shot | Phi-3.5-MoE | #6 | Accuracy: 58.7 |
| science-question-answering-on-scienceqa | Phi-3.5-Vision | #6 | Avg. Accuracy: 91.3 |
| multi-task-language-understanding-on-mmlu | Phi-3.5-MoE (5-shot) | #12 | Average (%): 78.9 |
| question-answering-on-triviaqa | Phi-3-Medium (5-shot) | #15 | EM: 73.9 |
| question-answering-on-boolq | Phi-3-Medium (2-shot) | #16 | Accuracy: 86.5 |
| common-sense-reasoning-on-winogrande | Phi-3-Medium (5-shot) | #24 | Accuracy: 81.5 |
| object-hallucination-evaluation-on-pope | Phi-3.5-Vision | #24 | F1: 86.1 |
| code-generation-on-mbpp | Phi-3.5-MoE (3-shot) | #30 | Accuracy: 80.8 |
| visual-question-answering-vqa-on-blink | Phi-3.5-Vision | #33 | Accuracy: 57.0 |
| sentence-completion-on-hellaswag | Phi-3.5-MoE (5-shot) | #44 | Accuracy: 83.8 |
| math-word-problem-solving-on-math | Phi-3.5-MoE | #54 | Accuracy: 59.5 |
| arithmetic-reasoning-on-gsm8k | Phi-3-Medium (8-shot) | #61 | Accuracy: 91.0 |
| chart-question-answering-on-chartqa | Phi-3.5-Vision | #61 | 1:1 Accuracy: 81.8 |
| code-generation-on-humaneval | Phi-3.5-MoE | #85 | Pass@1: 70.7 |
| multi-task-language-understanding-on-mmlu-pro | Phi-3.5-MoE | #106 | Accuracy: 54.3 |
| multimodal-reasoning-on-mathvista | Phi-3.5-Vision | #109 | Accuracy: 43.9 |
| multimodal-reasoning-on-mmmu | Phi-3.5-Vision | #117 | Accuracy: 43.0 |
| mmr-total-on-mrr-benchmark | Phi-3-Vision | – | Total Column Score: 397 |