Multiple Choice Question Answering on OlmoBaseEval MC Non-STEM
89.3Aggregate ScoreQwen 2.5 32B
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Qwen 2.5 32BModel Category=Open-weight, Number of Parameters=32B2025.12 | 89.3 | 85 | 88.4 | 81.2 | 89.9 | 93.3 | 86.6 | 96.8 | 86.6 | 97 | 79.9 | 97.9 | |
| Seed 36BModel Category=Open-weight, Number of Parameters=36B2025.12 | 89 | 85.7 | 90.1 | 82.4 | 81.1 | 92.5 | 84.9 | 96.9 | 90.1 | 96.2 | 81.4 | 98.1 | |
| Mistral 3.1 24BModel Category=Open-weight, Number of Parameters=24B2025.12 | 87.9 | 82.7 | 88.6 | 81.9 | 80.5 | 91 | 81 | 94.9 | 86.5 | 97.2 | 84.6 | 97.9 | |
| Gemma 3 27BModel Category=Open-weight, Number of Parameters=27B2025.12 | 86.7 | 80.5 | 86.2 | 80.2 | 79 | 90.3 | 81.2 | 95.8 | 84.6 | 95.9 | 82 | 97.7 | |
| Llama 3.1 70BModel Category=Open-weight, Number of Parameters=70B2025.12 | 86.1 | 83.4 | 87.4 | 79.4 | 79 | 91.5 | 83.5 | 95.1 | 70.3 | 97.1 | 82.4 | 97.7 | |
| Olmo 3 32BModel Category=Fully-open, Number of Parameters=32B2025.12 | 85.6 | 78.3 | 84 | 75.1 | 82.3 | 85.6 | 83.9 | 96.4 | 87.2 | 92.3 | 78 | 98.2 | |
| Qwen 3# Parameters=8B, # Train Tokens=36T, Train Compute (10^23 FLOPs)=17.32026.04 | 84.9 | 78.6 | 84.9 | 76.7 | 84.1 | 89.9 | 83.3 | 93.6 | 78.4 | 92.1 | 74.6 | 97.4 | |
| Qwen2 7BOpenness=Open-weight, Parameters=7B2025.12 | 84.8 | 78.6 | 84.8 | 76.8 | 84.1 | 89.9 | 83.3 | 93.7 | 78.3 | 92.3 | 74.1 | 97.5 | |
| Marin 32BModel Category=Fully-open, Number of Parameters=32B2025.12 | 84.5 | 78.9 | 83.7 | 75.4 | 80.1 | 90.5 | 82.4 | 93.9 | 71 | 95.3 | 81 | 97.6 | |
| OLMo 2 32BModel Category=Fully-open, Number of Parameters=32B2025.12 | 84.2 | 79.7 | 84.5 | 75.6 | 81.2 | 87.7 | 82.3 | 94.4 | 68.6 | 96.6 | 78.6 | 97.4 | |
| Falcon H1# Parameters=7B, # Train Tokens=12T, Train Compute (10^23 FLOPs)=5.52026.04 | 84.1 | 78.7 | 84.4 | 76.3 | 78.1 | 87.8 | 81.5 | 94.4 | 81.3 | 91.8 | 73.3 | 97.5 | |
| Nemo. 3 Nano# Parameters=30B A3B, # Train Tokens=25T, Train Compute (10^23 FLOPs)=5.42026.04 | 83.9 | 80.5 | 85.1 | 78 | 75.3 | 90 | 80.7 | 92.2 | 70 | 94.9 | 79.1 | 97.3 | |
| LLM 360 K2V2 70BModel Category=Fully-open, Number of Parameters=70B2025.12 | 83.5 | 79.3 | 84.9 | 76.3 | 78.6 | 87.3 | 81.2 | 92 | 64.8 | 95.3 | 82.4 | 96.7 | |
| Gemma 2 27BModel Category=Open-weight, Number of Parameters=27B2025.12 | 83.2 | 79.3 | 85.8 | 76.9 | 78.1 | 89 | 81 | 94.3 | 66.6 | 92 | 74.5 | 97.5 | |
| Qwen 2.5 7BOpenness=Open-weight, Parameters=7B2025.12 | 82.9 | 76.2 | 83 | 74.4 | 85 | 88.5 | 82.9 | 93.5 | 69.1 | 92.1 | 70.5 | 96.4 | |
| Nemo-Nano 9BOpenness=Open-weight, Parameters=9B2025.12 | 81.3 | 78 | 82.2 | 73.8 | 74.4 | 86 | 78.7 | 92.2 | 70 | 90.7 | 71.1 | 97.4 | |
| Gemma 2 9BOpenness=Open-weight, Parameters=9B2025.12 | 81.3 | 74.5 | 82.9 | 74.2 | 75.3 | 85.7 | 80.3 | 92.7 | 65.8 | 92.8 | 72.5 | 97.3 | |
| Nemotron-H# Parameters=8B, # Train Tokens=15T, Train Compute (10^23 FLOPs)=7.22026.04 | 80.7 | 76.8 | 80.5 | 73.2 | 75.9 | 85.9 | 78.6 | 91.6 | 60.9 | 92.5 | 76 | 95.8 | |
| MiMo 7BOpenness=Open-weight, Parameters=7B2025.12 | 80.5 | 73.6 | 80.8 | 72.7 | 76.1 | 87.2 | 80.7 | 91.4 | 64.1 | 89.5 | 72.2 | 96.7 | |
| Olmo Hybrid# Parameters=7B, # Train Tokens=6T, Train Compute (10^23 FLOPs)=2.6, Decoding Settings=--disable-cascade-attn, --enforce-eager2026.04 | 80.4 | 71.6 | 79.7 | 71 | 78.4 | 82.7 | 81.1 | 93.9 | 68.1 | 89.3 | 71 | 97 | |
| Marin 8BOpenness=Fully-open, Parameters=8B2025.12 | 78.8 | 71.4 | 77.4 | 68.3 | 75.3 | 85.7 | 79.8 | 86.2 | 63.7 | 90.8 | 71.5 | 96.5 | |
| Apertus 70BModel Category=Fully-open, Number of Parameters=70B2025.12 | 78.5 | 74.1 | 79.2 | 70.1 | 76.9 | 79 | 79.3 | 87.5 | 56.5 | 93.2 | 71.9 | 95.7 | |
| Olmo 3 7BOpenness=Fully-open, Parameters=7B2025.12 | 78.2 | 68.9 | 75 | 66.9 | 75.3 | 80.2 | 80.3 | 92.5 | 67.3 | 86.9 | 69.4 | 96.9 | |
| Olmo 3# Parameters=7B, # Train Tokens=6T, Train Compute (10^23 FLOPs)=2.6, Decoding Settings=--disable-cascade-attn, --enforce-eager2026.04 | 78.2 | 69.2 | 75.2 | 66.8 | 75.2 | 80.2 | 80.3 | 92.5 | 67.4 | 86.9 | 69.5 | 97 | |
| Granite 3.3 8BOpenness=Open-weight, Parameters=8B2025.12 | 76.9 | 67.6 | 71.8 | 64.5 | 82.3 | 81.5 | 83.1 | 87.6 | 55 | 88.4 | 69.2 | 94.5 | |
| Kimi Linear# Parameters=48B A3B, # Train Tokens=6T, Train Compute (10^23 FLOPs)=1.02026.04 | 76.2 | 79 | 73.4 | 78.2 | 52.8 | 82.8 | 78.8 | 91.2 | 71.9 | 54.1 | 78.1 | 97.3 | |
| Llama 3.1 8BOpenness=Open-weight, Parameters=8B2025.12 | 76.1 | 70.1 | 75.5 | 69.1 | 72.9 | 78.3 | 77 | 89.9 | 53.3 | 88.9 | 68 | 94.4 | |
| OLMo 2 7BOpenness=Fully-open, Parameters=7B2025.12 | 75.2 | 67.9 | 73.1 | 65.2 | 72 | 80.1 | 77.5 | 85 | 55.6 | 89.5 | 66.3 | 95.3 | |
| Apertus 8BOpenness=Fully-open, Parameters=8B2025.12 | 74.2 | 67.8 | 74.7 | 66.1 | 72.1 | 80.5 | 76.3 | 82.8 | 47.5 | 90.3 | 66.7 | 91.3 | |
| Falcon Mamba# Parameters=7B, # Train Tokens=6T, Train Compute (10^23 FLOPs)=2.52026.04 | 74.2 | 65.8 | 70.8 | 64.1 | 73 | 83.5 | 77.5 | 86.5 | 51.4 | 90.2 | 67.7 | 85.4 | |
| Recurr. Gemma# Parameters=9B, # Train Tokens=2T, Train Compute (10^23 FLOPs)=1.02026.04 | 71.1 | 62.1 | 68.4 | 63.9 | 67.8 | 76.4 | 75.5 | 83.3 | 48.7 | 83.9 | 64.2 | 87.6 | |
| Gaperon 8BOpenness=Fully-open, Parameters=8B2025.12 | 65 | 59.5 | 60.8 | 57.2 | 65.5 | 71.6 | 73.4 | 59.7 | 44.8 | 83.2 | 51.3 | 87.7 | |
| Gaperon 24BModel Category=Fully-open, Number of Parameters=24B2025.12 | 64.1 | 56.7 | 58.9 | 55.4 | 60.6 | 72 | 71.3 | 67.3 | 48 | 77 | 47.5 | 90 | |
| xLSTM# Parameters=7B, # Train Tokens=2T, Train Compute (10^23 FLOPs)=0.92026.04 | 39.9 | 37.6 | 39.5 | 38.7 | 32.5 | 51.5 | 34.1 | 33.6 | 33.9 | 46.7 | 34.3 | 56.2 |