ESG Sentiment Analysis on SloESG-News Aspect E 1.0 (test)
81.82Accuracygpt-oss 20B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| gpt-oss 20BCategory=LLMs2026.04 | 81.82 | 59.07 | 58.28 | 58.47 | |
| GaMS-27BCategory=LLMs2026.04 | 80 | 51.08 | 51.02 | 44.41 | |
| Gemma3-12BCategory=LLMs2026.04 | 78.18 | 53.75 | 54.49 | 45.46 | |
| Gemma3-27BCategory=LLMs2026.04 | 78.18 | 61.06 | 67.77 | 48.95 | |
| tabpfn_bge-m3_svdCategory=SVD2026.04 | 77.27 | 47.17 | 46.48 | 58.47 | |
| GaMS-9BCategory=LLMs2026.04 | 75.45 | 42.55 | 39.26 | 34.84 | |
| tabpfn_bge-m3Category=Sentence-Transformer2026.04 | 74.55 | 38.41 | 39.86 | 51.98 | |
| tabpfn_paraphrase_svdCategory=SVD2026.04 | 74.24 | 39.7 | 41.03 | 51.07 | |
| FinalTowerACategory=Ensemble2026.04 | 73.94 | 44.69 | 50.1 | 56.38 | |
| hf_slobertaCategory=Fine-tuned Transformers2026.04 | 72.42 | 42.84 | 46.48 | 51.66 | |
| hf_xlm-robertaCategory=Fine-tuned Transformers2026.04 | 72.12 | 42.51 | 45.72 | 52.6 | |
| tabpfn_gemma-embed_svdCategory=SVD2026.04 | 72.12 | 39.72 | 39.95 | 48.94 | |
| FinalTowerBCategory=Ensemble2026.04 | 71.82 | 42.91 | 44.76 | 48.15 | |
| tabpfn_gemma-embedCategory=Sentence-Transformer2026.04 | 71.82 | 34.02 | 34.12 | 44.04 | |
| tabpfn_paraphraseCategory=Sentence-Transformer2026.04 | 70.91 | 36.91 | 39.72 | 45.48 | |
| MajorityCategory=Baseline2026.04 | 70 | 20.59 | 25 | 25 |