Open-world Knowledge Graph Question Answering on GLOW-Bench 1-Hop
84AccuracyGLOW-GN
Evaluation results
| Method | Links | |
|---|---|---|
| GLOW-GNLLM-Model=DeepSeek-V32026.04 | 84 | |
| GLOW-GNBase LLM=Qwen3-8B2026.04 | 83.3 | |
| GLOW-GNLLM-Model=Qwen3-8B2026.04 | 83 | |
| GLOW-GNLLM-Model=Granite-3.3-8B-Instruct2026.04 | 82 | |
| GLOW-GNLLM-Model=GPT-4o-mini2026.04 | 82 | |
| GLOW-GNLLM-Model=DeepSeek-R1-Distill-Qwen-7B2026.04 | 81 | |
| GLOW-NLLM-Model=Qwen3-8B2026.04 | 80 | |
| GLOW-NLLM-Model=Granite-3.3-8B-Instruct2026.04 | 80 | |
| AskGNNBase LLM=Qwen3-8B2026.04 | 79.4 | |
| AskGNNLLM-Model=Qwen3-8B2026.04 | 79 | |
| AskGNNLLM-Model=Granite-3.3-8B-Instruct2026.04 | 79 | |
| GLOW-NLLM-Model=DeepSeek-R1-Distill-Qwen-7B2026.04 | 78 | |
| GLOW-NLLM-Model=GPT-4o-mini2026.04 | 78 | |
| GLOW-NLLM-Model=DeepSeek-V32026.04 | 78 | |
| AskGNNLLM-Model=DeepSeek-R1-Distill-Qwen-7B2026.04 | 75 | |
| GLOW-GLLM-Model=DeepSeek-V32026.04 | 69 | |
| GLOW-GLLM-Model=GPT-4o-mini2026.04 | 68 | |
| GLOW-GLLM-Model=Qwen3-8B2026.04 | 60 | |
| GoGLLM-Model=DeepSeek-V32026.04 | 60 | |
| GLOW-GLLM-Model=DeepSeek-R1-Distill-Qwen-7B2026.04 | 58 | |
| GLOW-GLLM-Model=Granite-3.3-8B-Instruct2026.04 | 58 | |
| GoGLLM-Model=GPT-4o-mini2026.04 | 57 | |
| GoGBase LLM=Qwen3-8B2026.04 | 48.3 | |
| GoGLLM-Model=Qwen3-8B2026.04 | 48 | |
| GCRLLM-Model=Granite-3.3-8B-Instruct2026.04 | 47 | |
| GoGLLM-Model=Granite-3.3-8B-Instruct2026.04 | 42 | |
| GCRLLM-Model=DeepSeek-R1-Distill-Qwen-7B2026.04 | 36 | |
| GCRBase LLM=Qwen3-8B2026.04 | 34.1 | |
| GCRLLM-Model=Qwen3-8B2026.04 | 34 | |
| LLM-OnlyLLM-Model=DeepSeek-V32026.04 | 34 | |
| LLMOnlyBase LLM=Qwen3-8B2026.04 | 30 | |
| LLM-OnlyLLM-Model=Qwen3-8B2026.04 | 30 | |
| LLM-OnlyLLM-Model=GPT-4o-mini2026.04 | 29 | |
| LLM-OnlyLLM-Model=Granite-3.3-8B-Instruct2026.04 | 24 | |
| LLM-OnlyLLM-Model=DeepSeek-R1-Distill-Qwen-7B2026.04 | 21 | |
| GoGLLM-Model=DeepSeek-R1-Distill-Qwen-7B2026.04 | 20 |