Open-ended Information Seeking on Infinity-Chat (test) benchmark leaderboard · SOTA2 Research

Open-ended Information Seeking on Infinity-Chat (test)

0.446DSemList Generation

Evaluation Results

Method
List Generation2026.01	0.446	0.839	3.417	0.167	0.16
Verbalized Sampling2026.01	0.417	0.822	3.603	0.292	0.273
List Generation2026.01	0.309	0.766	4.059	0.456	0.518
DIVERGE2026.01	0.269	0.818	4.342	0.557	0.728
DIVERGE2026.01	0.219	0.77	4.462	0.473	0.713
Verbalized Sampling2026.01	0.217	0.675	4.447	0.425	0.586
Iterative Generation2026.01	0.176	0.667	4.449	0.324	0.556
Iterative Generation2026.01	0.131	0.585	4.51	0.198	0.45
Vanilla RAG + Contexts Shuffle2026.01	0.119	0.475	4.422	0.179	0.34
Vanilla RAG + Contexts Shuffle2026.01	0.116	0.487	4.429	0.172	0.361
Vanilla RAG + All2026.01	0.11	0.466	4.464	0.159	0.322
Vanilla RAG + All2026.01	0.11	0.471	4.532	0.169	0.353
Vanilla RAG + Diverse Re-ranking2026.01	0.109	0.475	4.428	0.151	0.334
Vanilla RAG2026.01	0.107	0.465	4.449	0.148	0.329
Vanilla RAG2026.01	0.106	0.467	4.444	0.132	0.319
Vanilla RAG + Diverse Re-ranking2026.01	0.106	0.469	4.465	0.145	0.33
Vanilla RAG + Multi-Query2026.01	0.102	0.445	4.452	0.137	0.292
Independent Sampling2026.01	0.1	0.51	4.578	0.119	0.417
Vanilla RAG + Multi-Query2026.01	0.1	0.446	4.423	0.124	0.283
Independent Sampling2026.01	0.096	0.474	4.59	0.094	0.346