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SOTA Long-form Question Answering benchmarks and papers with code | Wizwand
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Long-form Question Answering
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
ELI5
InSemRAG
ROUGE-L
31.15
57
1mo ago
ELI5 (test)
RBG
ROUGE-L
27.13
54
4mo ago
Retrieval-style queries
RAG
Precision
87
29
2mo ago
Summary-style queries
HLTM
Token-F1
63.5
29
2mo ago
AlpacaFact FullP (100% polluted)
MIRAGE
VeriScore F1@k
78.65
26
18d ago
AlpacaFact MixP (50% polluted)
MIRAGE
VeriScore F1@k
81.7
26
18d ago
Biography FullP (100% polluted)
MIRAGE
VeriScore F1@k
61.87
26
18d ago
Biography MixP (50% polluted)
MIRAGE
VeriScore F1@k
70.11
26
18d ago
LongFact FullP (100% polluted)
MIRAGE
VeriScore F1@k
88.93
26
18d ago
LongFact MixP (50% polluted)
MIRAGE
VeriScore F1@k
90.33
26
18d ago
FAVA FullP (100% polluted)
MIRAGE
VeriScore F1@k
82.54
26
18d ago
FAVA MixP (50% polluted)
MIRAGE
VeriScore F1@k
91.59
26
18d ago
Novel GraphRAG-Bench
A-RAG (Full)
LLM-Acc
85.3
20
4mo ago
GraphRAG-Bench Med
A-RAG (Full)
LLM Accuracy
93.1
20
4mo ago
ASQA
CLARION
str-em
91.18
19
3mo ago
ExpertQA
NWCAD
ROUGE-L
23.34
18
3mo ago
Biography
EWE
VeriScore F1
49.7
14
4mo ago
AlpacaFact
EWE
VeriScore F1
66.9
14
4mo ago
Fava
EWE
VeriScore F1
61
14
4mo ago
LongFact
EWE
VeriScore F1
75.9
14
4mo ago
Long-form QA (test)
ALARM
Win Rate vs. Holistic Reward
61.7
13
4mo ago
ELI5 (val)
best top-7 train answer
F1
31.5
11
4mo ago
Long-form QA Datasets Average, Full Pollution
MIRAGE
VeriScore F1@k
78
10
18d ago
Long-form QA Datasets Average, Mixed Pollution
MIRAGE
VeriScore F1@k
83.43
10
18d ago
Long-form QA Datasets Average Clean RAG
MIRAGE
VeriScore F1@k
87.56
10
18d ago
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