Automated Student Response Grading on SciEntsBank
0.805Thetagoogle/gemma-3-12b-it
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| google/gemma-3-12b-itmodel=TRT model2026.04 | 0.805 | 54.6 | 47.4 | |
| Qwen/Qwen3.5-4Bmodel=TRT model2026.04 | 0.758 | 53.8 | 43.4 | |
| Qwen/Qwen3.5-9Bmodel=TRT model2026.04 | 0.575 | 50.8 | 40.2 | |
| microsoft/Phi-3-medium-4k-instructmodel=TRT model2026.04 | 0.545 | 49.9 | 42.8 | |
| google/gemma-3-4b-itmodel=TRT model2026.04 | 0.367 | 46.7 | 37.7 | |
| microsoft/Phi-4-mini-instructmodel=TRT model2026.04 | 0.309 | 45.5 | 32.2 | |
| Qwen/Qwen3.5-2Bmodel=TRT model2026.04 | 0.285 | 45.5 | 35 | |
| openchat/openchat-3.5-0106model=TRT model2026.04 | 0.264 | 44.6 | 35.6 | |
| microsoft/Phi-3-mini-4k-instructmodel=TRT model2026.04 | 0.117 | 41.6 | 33.5 | |
| meta-llama/Llama-3.1-8B-Instructmodel=TRT model2026.04 | -0.1 | 37.9 | 22.4 | |
| mistralai/Ministral-3-14B-Instruct-2512model=TRT model2026.04 | -0.211 | 35.9 | 26.9 | |
| google/gemma-3-1b-itmodel=TRT model2026.04 | -0.301 | 33.7 | 25 | |
| mistralai/Ministral-3-8B-Instruct-2512model=TRT model2026.04 | -0.349 | 33.5 | 24.2 | |
| mistralai/Ministral-3-3B-Instruct-2512model=TRT model2026.04 | -0.398 | 32.3 | 18.1 | |
| meta-llama/Llama-3.2-3B-Instructmodel=TRT model2026.04 | -0.491 | 30.4 | 14.8 | |
| meta-llama/Llama-3.2-1B-Instructmodel=TRT model2026.04 | -1.053 | 20.9 | 14.4 | |
| Qwen/Qwen3.5-0.8Bmodel=TRT model2026.04 | -1.122 | 19.7 | 13.2 |