Multi-label Classification on Academic Papers Baseline TA Combination (test)
83.08Micro PrecisionSciBERT-long
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SciBERT-longInput Combination=Title+Abstract2026.06 | 83.08 | 62.78 | 71.52 | |
| BigBirdInput Combination=Title+Abstract2026.06 | 74.02 | 58.75 | 65.51 | |
| Llama-3-8BInput Combination=Title+Abstract2026.06 | 70.41 | 53.7 | 60.93 | |
| SciBERTInput Combination=Title+Abstract2026.06 | 69.81 | 70.88 | 70.34 | |
| DeepSeek-LLM-7BInput Combination=Title+Abstract2026.06 | 66.8 | 64.2 | 65.48 | |
| BERTInput Combination=Title+Abstract2026.06 | 66.79 | 64.34 | 65.54 | |
| Qwen2.5-7BInput Combination=Title+Abstract2026.06 | 60.78 | 60.31 | 60.55 |