Question Answering on LongMemEval
65AccuracySEEM
Evaluation Results
| Method | Links | |
|---|---|---|
| SEEMFramework Category=Memory-based Frameworks, Backbone=Qwen3-Next-80B-A3B-Instruct2026.01 | 65 | |
| HippoRAG 2Framework Category=Memory-based Frameworks, Backbone=Qwen3-Next-80B-A3B-Instruct2026.01 | 60.6 | |
| NV-Embed-v2Framework Category=Dense Retrieval, Backbone=Qwen3-Next-80B-A3B-Instruct2026.01 | 58.4 | |
| Mem0Framework Category=Memory-based Frameworks, Backbone=Qwen3-Next-80B-A3B-Instruct2026.01 | 56.7 | |
| KaLM-Embedding-V2.5Framework Category=Dense Retrieval, Backbone=Qwen3-Next-80B-A3B-Instruct2026.01 | 55.6 | |
| A-MEMFramework Category=Memory-based Frameworks, Backbone=Qwen3-Next-80B-A3B-Instruct2026.01 | 55.2 |