Global Multimodal Question Answering on GenAI
95.2ComprehensivenessMegaRAG
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MegaRAGComparison Baseline=NaiveRAG2025.11 | 95.2 | 98.4 | 88 | 98.4 | |
| MegaRAGComparison Baseline=GraphRAG2025.11 | 92.8 | 97.6 | 100 | 99.2 | |
| MegaRAGComparison Baseline=LightRAG2025.11 | 92 | 92.8 | 91.2 | 94.4 | |
| MegaRAGComparison Baseline=ColQwen2025.11 | 88.8 | 94.4 | 90.4 | 94.4 | |
| MegaRAGComparison Baseline=VisRAG2025.11 | 87.2 | 94.4 | 93.6 | 96 | |
| MegaRAGComparison Baseline=GME2025.11 | 75.2 | 86.4 | 72 | 86.4 | |
| GMEComparison Baseline=MegaRAG2025.11 | 0.8 | 4.8 | 6.4 | 0.8 | |
| VisRAGComparison Baseline=MegaRAG2025.11 | 0 | 2.4 | 1.6 | 0 | |
| ColQwenComparison Baseline=MegaRAG2025.11 | 0 | 1.6 | 1.6 | 0 | |
| NaiveRAGComparison Baseline=MegaRAG2025.11 | 0 | 0 | 0.8 | 0 | |
| GraphRAGComparison Baseline=MegaRAG2025.11 | 0 | 0 | 0 | 0 | |
| LightRAGComparison Baseline=MegaRAG2025.11 | 0 | 1.6 | 1.6 | 0 |