Evidence Retrieval on WalkieKnowledgeT+ benchmark leaderboard · SOTA2 Research

Evidence Retrieval on WalkieKnowledgeT+

66.83Retrieval Accuracy@1VL-MemKnG

Evaluation Results

Method	Links
VL-MemKnG2026.06		66.83	72.3	75.35	40.55	57.67	60.82	66.83	36.9	24.49	66.8	69.4	70.1
Gemini 2.52026.06		66.03	85.06	86.35	40.5	59.01	60.68	66.02	35.29	22.3	66	74.9	75.2
Qwen 3.5+2026.06		63.37	78.59	81.67	39.69	60.93	65.05	63.37	38.07	25.36	63.4	70.5	71.2
Gemini 2.52026.06		59.01	77.6	78.78	37.22	53.21	54.53	59.01	31.42	19.48	59	67.3	67.6
VL-KnG2026.06		58.33	70.9	73.01	34.5	58.3	61.6	58.34	38.66	25.11	58.3	64	64.5
VL-KnG2026.06		55	70.9	74.94	32.22	57.75	62.5	55	38.23	25.25	55	62.4	63.4