Question Answering on NewsQA

Metric: F1 (higher is better)

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#	Model↕	F1▼	Extra Data	Paper	Date↕	Code
1	Riple/Saanvi-v0.5-DeepAnalysis	94.01	Yes	DeepSense: A Unified Deep Learning Framework for...	2016-11-07	Code
2	OpenAI/o3-2025-01-31-high	93.13	Yes	o3-mini vs DeepSeek-R1: Which One is Safer?	2025-01-30	Code
3	OpenAI/o4-mini-2025-05-01-high	91.31	Yes	Thinking Like Transformers	2021-06-13	Code
4	OpenAI/o1-2024-12-17-high	88.72	Yes	0/1 Deep Neural Networks via Block Coordinate De...	2022-06-19	-
5	xAI/grok-3-1212	88.24	Yes	XAI for Transformers: Better Explanations throug...	2022-02-15	Code
6	deepseek-r1	86.13	Yes	DeepSeek-R1: Incentivizing Reasoning Capability ...	2025-01-22	Code
7	Riple/Saanvi-v0.1	85.44	No	Time-series Transformer Generative Adversarial N...	2022-05-23	Code
8	Anthropic/claude-3-7-sonnet	82.3	No	-	-	-
9	OpenAI/GPT-4o	81.74	Yes	GPT-4o as the Gold Standard: A Scalable and Gene...	2024-10-03	-
10	Google/Gemini 2.5 Pro	79.91	Yes	Gemini 1.5: Unlocking multimodal understanding a...	2024-03-08	Code
11	SpanBERT	73.6	No	SpanBERT: Improving Pre-training by Representing...	2019-07-24	Code
12	LinkBERT (large)	72.6	Yes	LinkBERT: Pretraining Language Models with Docum...	2022-03-29	Code
13	DyREX	68.53	Yes	DyREx: Dynamic Query Representation for Extracti...	2022-10-26	Code
14	DecaProp	66.3	No	Densely Connected Attention Propagation for Read...	2018-11-10	Code
15	BERT+ASGen	64.5	No	-	-	-
16	AMANDA	63.7	No	A Question-Focused Multi-Factor Attention Networ...	2018-01-25	Code
17	MINIMAL(Dyn)	63.2	Yes	Efficient and Robust Question Answering from Min...	2018-05-21	Code
18	FastQAExt	56.1	Yes	Making Neural QA as Simple as Possible but not S...	2017-03-14	Code