Industry Classification on ExioNAICS (test)
91.73AccuracyMpnetBase
Evaluation results
| Method | Links | |
|---|---|---|
| MpnetBaseBackbone=MpnetBase2026.04 | 91.73 | |
| MiniLML3Backbone=MiniLML32026.04 | 89.73 | |
| OURS LORA - 7BTraining Task=ExioNAICS, Model Scale=7B2026.04 | 61.44 | |
| Qwen 2.5Evaluation Protocol=Zero-Shot, Model Scale=32B2026.04 | 57.45 | |
| Qwen 2.5Evaluation Protocol=Few-Shot, Model Scale=32B2026.04 | 56.72 | |
| Qwen 2.5Evaluation Protocol=Few-Shot, Model Scale=7B2026.04 | 51.22 | |
| Qwen 2.5Evaluation Protocol=Zero-Shot, Model Scale=7B2026.04 | 50.19 | |
| OURS LORA - 7BTraining Task=Company Website, Model Scale=7B2026.04 | 15.62 |