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Question Answering on SciQ (Accuracy)

96Accuracy

GPT-NeoX

Updated 3d ago

Evaluation Results

Method
GPT-NeoX 2022.04	96	-
FLAN-T5 2023.07	95.7	-
Qwen3-1.7B 2026.02	95.6	-
Pythia (Deduplicated) 2023.04	95.5	-
Pythia 2023.04	95.3	-
SPES-9B 2026.02	95.3	-
Pythia (Deduplicated) 2023.04	95.2	-
Pythia 2023.04	95.1	-
GPT-3 2022.04	94.9	-
FLAN-T5 2023.07	94.9	-
OLMoE-1B-7B 2026.02	94.9	-
StableLM 1.6B 2024.02	94.7	-
LLaMA2-7B 2024.07	94.7	-
Llama 2 7B 2024.02	94.5	-
MEFT1 2023.06	94.4	-
Pythia 2023.04	94.3	-
Pythia (Deduplicated) 2023.04	94.2	-
Qwen2.5-1.5B 2026.02	94.1	-
Falcon-7B 2024.02	93.9	-
LLaMA 7B 2024.02	93.9	-
Llama2 7B 2025.09	93.9	-
Llama3 8B 2025.09	93.9	-
Llama3 8B 2026.02	93.9	-
OLMo-7B 2024.02	93.8	-
ALIGN 2023.07	93.7	-
MPT-7B 2024.02	93.7	-
Qwen3-0.6B 2026.02	93.5	-
LoRA 2023.06	93.3	-
SmolLM2-1.7B 2026.02	93.2	-
MEFT1 2023.06	93.1	-
Qwen2.5-0.5B 2026.02	93	-
RPJ-INCITE-7B 2024.02	92.9	-
GPT-NeoX 2022.04	92.8	-
Pythia (Deduplicated) 2023.04	92.6	-
Full FT 2023.06	92.5	-
ALIGN 2023.07	92.4	-
GPT3.5 2024.05	92.2	-
Pythia 2023.04	92	-
Pythia 2023.04	92	-
SpanNorm 2026.01	92	-
VERSATILEFFN 2025.12	91.9	-
GPT-3 2022.04	91.8	-
Open-LLaMA-3B 2026.02	91.8	-
Pythia (Deduplicated) 2023.04	91.6	-
TOP 2025.08	91.6	-
4-LOOP 2025.12	91.5	-
GPT3.5 2024.05	91.4	-
6-LOOP 2025.12	91.4	-
GPT-J 2022.04	91.3	-
Llama3.2-1B 2026.02	91.3	-
GPT3.5 2024.05	91.2	-
Pythia 6.9B 2024.02	91.1	-
MOE 2025.12	91.1	-
2-LOOP 2025.12	91.1	-
GPT-J 2022.04	91	-
GPT3.5 2024.05	91	-
TransAct 2024.07	91	-
Basis Sharing 2025.09	91	-
COMPOT 2026.02	91	-
SpanNorm 2026.01	90.8	-
PreNorm 2026.01	90.7	-
GPT3.5 2024.05	90.6	-
OpenELM-1.1B 2026.02	90.6	-
TinyLlama 1.1B 2024.02	90.5	-
FRAME 2025.02	90.5	-
ZeroShot 2023.06	90.1	-
LLM-Pruner-2.6B 2024.07	90.1	-
COMPOT 2026.02	90.1	-
GPT3.5 2024.05	89.9	-
Sheared-LLaMA-2.7B 2024.07	89.9	-
LLaMA-MoE-3.0B 2026.02	89.9	-
SPES-7B 2026.02	89.9	-
GPT3.5 2024.05	89.8	-
MoE++ 7B 2026.02	89.7	-
CoSpaDi 2025.09	89.5	-
6-LOOP 2025.12	89.3	-
MTP 2025.08	89.3	-
H128-MQA-CLA2 2024.05	89.2	-
Pythia 2023.04	89.1	-
MobiLlama-1.3B 2026.02	89.1	-
PreNorm 2026.01	89.1	-
GPT3.5 2024.05	89	-
MOE 2025.12	89	-
H64-MQA 2024.05	88.9	-
TinyLlama-1.1B 2026.02	88.9	-
VERSATILEFFN 2025.12	88.9	-
BASE 2025.12	88.9	-
GPT3.5 2024.05	88.8	-
CoSpaDi (grouped) 2025.09	88.8	-
DS-MTP 2025.08	88.7	-
H32-MQA 2024.05	88.6	-
4-LOOP 2025.12	88.6	-
NTP 2025.08	88.6	-
Pythia-2.8B 2026.02	88.3	-
2-LOOP 2025.12	88.2	-
H128-MQA 2024.05	88.1	-
H64-MQA 2024.05	88.1	-
OLMo-1B 2024.02	88.1	-
Pythia (Deduplicated) 2023.04	88	-
H64-MQA-CLA2 2024.05	87.9	-

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