Ontology Grounding on Pixar Kitchen Set opaque regime SOMA-HOME ontology (test)
48EMAGemini 3 Flash
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Gemini 3 FlashPrompting Strategy=B2026.06 | 48 | 79 | |
| Gemini 3 FlashPrompting Strategy=C2026.06 | 48 | 78 | |
| Gemini 2.5 FlashPrompting Strategy=B2026.06 | 33 | 70 | |
| Gemini 2.5 FlashPrompting Strategy=C2026.06 | 30 | 70 | |
| Qwen 3.5-27BModel Mode=instruct, Prompting Strategy=C2026.06 | 26 | 68 | |
| Qwen 3.5-27BModel Mode=thinking, Prompting Strategy=C2026.06 | 21 | 53 | |
| Qwen 3.5-27BModel Mode=thinking, Prompting Strategy=B2026.06 | 19 | 50 | |
| Qwen 3.5-27BModel Mode=instruct, Prompting Strategy=B2026.06 | 17 | 62 | |
| Gemini 2.5 FlashPrompting Strategy=A2026.06 | 6 | 50 | |
| Gemini 3 FlashPrompting Strategy=A2026.06 | 6 | 42 | |
| Qwen 3.5-27BModel Mode=instruct, Prompting Strategy=A2026.06 | 6 | 50 | |
| LV-NNtype=Log-Volume Nearest Neighbor2026.06 | 2 | 50 | |
| S-BERTtype=Cosine Similarity, model=all-MiniLM-L6-v22026.06 | 2 | 53 | |
| Multiversetype=Dictionary Mapping2026.06 | 0 | 0 |