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SOTA Biomedical Question Answering benchmarks and papers with code | Wizwand
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Biomedical Question Answering
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
PubMedQA
No-shield
Attack Accuracy
77
40
2mo ago
PubMedQA
Nemotron-CC_ASI
Accuracy
68.32
13
3mo ago
BioASQ
LLAMA-70B+7B (PT)
Factoid Acc
29
11
2mo ago
PubMedQA PQA-L In-Domain (test)
Human (expert)
Accuracy
78
11
4mo ago
MedMCQA In-Domain (test)
Human (expert)
Accuracy
90
10
4mo ago
BioASQ (test)
GRIP
ROUGE
54.8
8
3mo ago
BioMRC TINY Setting A (test)
AOA-READER WITH BIOBERT EMBEDDING
Accuracy
93.33
8
4mo ago
BioACE human-assessed TREC BioGen 2025
hltcoe-multiagt
Nugget Precision
96.41
7
4mo ago
BioMRC LITE Setting A (test)
AOA-READER WITH BIOBERT EMBEDDING
Accuracy
86.74
7
4mo ago
BioMRC LITE Setting A (dev)
AOA-READER WITH BIOBERT EMBEDDING
Accuracy
87.22
7
4mo ago
PaperSearchQA (test)
LLMZERO
Bio Score
42.6
6
1mo ago
BioACE automatic evaluation N=50 runs
agent_faiss_deepseek
Precision
94.96
6
4mo ago
Four biomedical QA datasets macro-averaged (test)
Med42-Llama3-8B
Faithfulness
85.3
4
4mo ago
PubMedQA
ThinkSwitch
Baseline Accuracy
0.6
2
1mo ago
PubMedQA (test)
MedBayes-Lite
CUS
0.254
2
3mo ago
MedQA (test)
GPT-2
CUS
42.1
2
3mo ago
ChronoTQA
-
-
0
2mo ago
RareBench
-
-
0
2mo ago
MMLU Medical
-
-
0
2mo ago
PubMedQA PQA-L
-
-
0
2mo ago
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