Long-context Understanding on Open Long Context Benchmarks benchmark leaderboard · SOTA2 Research

Long-context Understanding on Open Long Context Benchmarks

55.77Loogle ScoreDeepSeek-V3.1

Evaluation Results

Method
DeepSeek-V3.12026.04	55.77	52.88	50.55	56.27	42.97	46.62	50.84
DeepSeek-R1-distill-32B + Anchor-based Reasoning (AbR) Framework + LoongRL2026.04	55.59	51.29	44.45	72.27	67.01	36.12	54.46
Gemini-3-pro2026.04	52.86	69.38	65.43	88.07	83.01	75.3	72.34
Qwen3-235B-A22B-thinking-25072026.04	52.77	49.3	53.7	50.76	46.81	44.61	49.66
Kimi-K2-Thinking2026.04	51.5	49.3	58.01	58.1	49.98	51.77	53.11
DeepSeek-R1-distill-32B + Anchor-based Reasoning (AbR) Framework2026.04	50.59	49.7	44.68	73.09	69.38	36.74	54.03
QwenLong-L1-32B2026.04	49.32	43.74	44.68	69.93	47.7	27.7	47.18
DeepSeek-R1-distill-32B+LoongRL2026.04	48.41	45.73	40.29	70.74	61.84	37.23	50.71
DeepSeek-R1-distill-32B+QwenDocqa2026.04	47.96	46.32	39.98	71.56	67.45	34.59	51.31
DeepSeek-R1-distill-32B+LongReason2026.04	43.23	44.14	38.57	57.9	58.36	32.85	45.84
DeepSeek-R1-distill-32B2026.04	42.31	43.94	38.17	64.22	57.23	31.94	46.3