Long-context understanding on RULER 1000 tokens benchmark leaderboard · SOTA2 Research

Long-context understanding on RULER 1000 tokens

94.5NIAHSteered Mamba

Evaluation Results

Method	Links
Steered Mamba2026.02		94.5	70	96	86.83
GPT-22026.02		94	59	58	70.33
Stable-Mamba2026.02		93.75	100	99	97.58
Steered Mamba2026.02		92	67	76	78.33
Stable-Mamba2026.02		91.55	100	100	97.18
Steered Mamba2026.02		91	72	95.5	86.17
Mamba2026.02		90.43	70	95	85.14
Stable-Mamba2026.02		90	73	82	81.67
Mamba2026.02		87.71	71	94	84.24
Mamba2026.02		84	67	66.7	72.57
Mamba-22026.02		70.43	40	89	66.48
DenseMamba2026.02		62	45	78	61.67
MiniPLM-Mamba2026.02		46	36	77	53
Hyena2026.02		44.14	13.5	41	32.88