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SOTA End-to-end Question Answering benchmarks and papers with code | Wizwand
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End-to-end Question Answering
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
FinSlides
SlideAgent
Overall Score
85.5
25
3mo ago
TechSlides
SlideAgent
Overall Score
70.9
25
3mo ago
MultiHopRAG (test val)
SetR-CoT & IRI
Accuracy
47.14
20
4mo ago
MuSiQue (test val)
SetR-CoT & IRI
EM
10.79
20
4mo ago
2WikiMultiHopQA (test val)
SetR-CoT & IRI
EM
35.44
20
4mo ago
HotpotQA (test val)
SetR-Selection only
EM
36.68
20
4mo ago
MultiHop-RAG overall
DPP Base, w/o P-Adapter
Exact Match
50.61
12
3mo ago
MultiHop-RAG 4-hop
DPP Base, w/o P-Adapter
Exact Match
74.21
12
3mo ago
MultiHop-RAG 3-hop
ScalDPP
Exact Match
48.38
12
3mo ago
MultiHop-RAG 2-hop
DPP Base, w/o P-Adapter
Exact Match
45.09
12
3mo ago
MuSiQue (test)
INTRA
EM
14
9
2mo ago
HotPotQA (test)
INTRA
EM
0.464
9
2mo ago
DoRA IBM Granite retriever (test)
DoRA SFT
Token F1 Score
57.52
9
3mo ago
DoRA full (test)
DoRA SFT
Token F1 Score
56.53
9
3mo ago
HotpotQA official Wikipedia paragraphs
HopRetriever
EM
67.1
9
4mo ago
MMCoQA (test)
LILaC (w/ MM-Embed)
EM
36.31
7
4mo ago
MultimodalQA (test)
LILaC (w/ MM-Embed)
EM
44.57
7
4mo ago
InfoVQA (test)
LILaC (w/ MM-Embed)
EM
60.91
7
4mo ago
MP-DocVQA (test)
LILaC (w/ MM-Embed)
EM
65.48
7
4mo ago
AGORA (test)
Base ColBERT / DPO Mistral
Relevancy
74.7
6
4mo ago
OTT-QA
ARM
Accuracy
0.317
6
4mo ago
Bird
ARM
Accuracy
20.6
6
4mo ago
Event-driven queries 2025-2026
Online WiCER
Step Regret
0
5
1mo ago
MCP-Bench
TURA
Accuracy (Human)
87.5
4
4mo ago
InfoSeek 25-sample perturbed subset
Oracle
Rotation
52
4
4mo ago
Showing 25 of 27 rows
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