Question Answering on Qasper (F1) benchmark leaderboard · SOTA2 Research

Question Answering on Qasper (F1)

36.9F1 ScoreLSTM-MAS

Evaluation Results

Method	Links
LSTM-MAS2026.01		36.9
CoA2026.01		35.68
LSTM-MAS2026.01		32.85
LSTM-MAS2026.01		32.24
LSTM-MAS2026.01		31.74
LSTM-MAS2026.01		31.04
CoA2026.01		30.03
CoA2026.01		29.89
CoA2026.01		28.34
Vanilla2026.01		27.52
Vanilla2026.01		24.78
LSTM-MAS2026.01		24.17
LSTM-MAS2026.01		23.93
CoA2026.01		22.86
RAG-Rerank2026.01		22.51
HyDE-Rerank2026.01		22.3
BM252026.01		21.9
S3-Hybrid2026.01		21.87
LSTM-MAS2026.01		21.81
FullKV2026.01		21.77
RAG-Rerank2026.01		21.73
HyDE-Rerank2026.01		21.73
S3-Hybrid2026.01		21.35
BM252026.01		21.34
CoA2026.01		21.31
Vanilla2026.01		21.23
FullKV2026.01		20.9
RAG-Rerank2026.01		20.44
S3-Pure2026.01		20.42
HyDE-Rerank2026.01		20.42
BM252026.01		20.31
S3-Pure2026.01		20.08
S3-Hybrid2026.01		20.04
FullKV2026.01		19.73
Vanilla2026.01		19
S3-Pure2026.01		17.24
CoA2026.01		16.91
CoA2026.01		16.69
LONGAGENT2026.01		15.08
LONGAGENT2026.01		12.51
LONGAGENT2026.01		12.46
LightRAG2026.01		12.44
RAG-Dense2026.01		11.43
LightRAG2026.01		11.41
LSTM-MAS2026.01		11.17
RAG-Dense2026.01		11.15
Vanilla2026.01		10.91
RAG-Dense2026.01		10.56
Vanilla2026.01		10.12
LONGAGENT2026.01		9.62
Vanilla2026.01		9.56
LONGAGENT2026.01		9.44
LONGAGENT2026.01		9.28
CoA2026.01		9.02
LONGAGENT2026.01		8.09
LightRAG2026.01		7.42
LONGAGENT2026.01		4.01
Vanilla2026.01		3.65
LightRAG2026.01		3.09
Vanilla2026.01		2.03
LONGAGENT2026.01		0.71