Reranking on SkillRet official (test) benchmark leaderboard · SOTA2 Research

Reranking on SkillRet official (test)

81.68NDCG@5R3-Reranker

Evaluation Results

Method	Links
R3-Reranker2026.06		81.68	82.94	83.32	84.19	87.6	88.9	72.86	77.13	78.71
SkillRet-Reranker-0.6B2026.06		80.71	82.18	82.66	83.73	87.61	89.2	73.28	78.95	81.09
SkillRouter-Reranker-0.6B2026.06		80.49	82.15	82.71	82.98	87.3	89.11	70.46	76.33	78.89
SkillRouter-Reranker-0.6B2026.06		79.98	81.85	82.37	82.85	87.64	89.24	70.66	78.15	80.75
Embedding only2026.06		75.57	78.03	78.87	79.15	85.42	88.09	65.96	75.09	79.03
Qwen3-Reranker-4B2026.06		73.24	76.2	77.12	78.58	86.18	89.04	65.52	76.09	80.47
Qwen3-Reranker-0.6B2026.06		73.24	76.03	76.97	78.34	85.69	88.7	64.52	74.28	78.47
Qwen3-Reranker-8B2026.06		73.21	76.09	76.92	79.12	86.48	89.07	66.4	76.53	80.67
Qwen3-Reranker-0.6B2026.06		72.84	75.81	76.68	78.23	85.86	88.57	64.72	75.48	79.93