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Question Answering on TriviaQA (EM and Accuracy)

94.5Accuracy

GPT-4-0613

Updated 3d ago

Evaluation Results

Method
GPT-4-0613 2024.07	94.5	84.8
GPT-4-turbo-2024-0409 2024.07	94.3	80
Llama3-RankRAG 70B 2024.07	92.3	86.5
GPT-3.5-turbo-1106 2024.07	91.7	82.9
Llama3-ChatQA-1.5 70B 2024.07	91.4	85.6
GPT-4-turbo-2024-0409 RAG 2024.07	91.1	70.2
Llama3-RankRAG 8B 2024.07	89.5	82.9
Llama3-Instruct 70B 2024.07	89.3	82.4
GPT-4-0613 RAG 2024.07	88.5	75
GPT-3.5-turbo-1106 RAG 2024.07	88	79.7
Llama3-ChatQA-1.5 8B 2024.07	87.6	81
Llama3-Instruct 8B 2024.07	80.4	70.7
Gemma 3 12B 2026.01	78.8	-
LatentMem 2026.02	74.92	-
Ministral 3 14B 2026.01	74.9	-
G-Memory 2026.02	74.6	-
Voyager 2026.02	74.53	-
LatentMem 2026.02	74.45	-
No Steering 2025.12	74.2	-
MetaGPT 2026.02	74.1	-
LatentMem 2026.02	74.1	-
LatentMem 2026.02	74	-
G-Memory 2026.02	74	-
MetaGPT 2026.02	73.87	-
Generative 2026.02	73.77	-
G-Memory 2026.02	73.69	-
Voyager 2026.02	73.69	-
OAgent 2026.02	73.52	-
OAgent 2026.02	73.49	-
Generative 2026.02	73.22	-
InstructGPT 2024.07	73.2	65.8
OAgent 2026.02	73.12	-
MetaGPT 2026.02	72.99	-
No-memory 2026.02	72.86	-
Generative 2026.02	72.83	-
No-memory 2026.02	72.62	-
MetaGPT 2026.02	72.57	-
Voyager 2026.02	72.57	-
Prompt guardrails 2025.12	72.4	-
Generative 2026.02	72.36	-
OAgent 2026.02	72.2	-
Voyager 2026.02	72.17	-
No-memory 2026.02	72.03	-
Gradient Cuff 2025.12	71.8	-
G-Memory 2026.02	71.79	-
No-memory 2026.02	71.62	-
Qwen 3 14B 2026.01	70.3	-
GSAE 2025.12	70	-
Self-RAG 13B 2024.07	69.3	-
Input Gate Only 2025.12	68.5	-
Ministral 3 8B 2026.01	68.1	-
MoST 2026.01	67.1	-
Self-RAG 7B 2024.07	66.4	-
MinMo 2026.01	65.8	-
GSAE-1D 2025.12	65.3	-
Gemma 3 4B 2026.01	64	-
Qwen 3 8B 2026.01	63.9	-
No gating 2025.12	63.2	-
SAE steering 2025.12	62.2	-
SafeSwitch 2025.12	61	-
DIFFUSPEECH 2026.01	60.3	-
CAA 2025.12	60.1	-
Ministral 3 3B 2026.01	59.2	-
Phi-4-Multimodal 2026.01	58.5	-
Ours (SCD) 2025.02	56.3	-
Greedy 2025.02	56	-
LLaDA 2026.01	55.6	-
MinMo 2026.01	54.8	-
Qwen 3 4B 2026.01	53	-
Moshi 2026.01	48.5	-
Moshi 2026.01	48.5	-
SpiritLM 2026.01	42	-
SpiritLM 2026.01	42	-
Llama-Omni2 2026.01	35.2	-
Qwen2-Audio 2026.01	34.1	-
Random graphs 2025.12	33.5	-
LIME+1 2025.12	19.5	-
OmniMoE 2026.02	18.5	-
DeepSeekMoE 2026.02	17.4	-
PEER 2026.02	16.9	-
Gshard 2026.02	16.7	-
PKM 2026.02	12.2	-
LIME 2025.12	9.8	-
Dense 2026.02	9.4	-
Base 2025.12	8.2	-
PaLM2 540B 2024.07	-	76.9
PaLM2 540B 2024.07	-	86.1
GLaM 64B 2024.07	-	71.3
FLAN-LaMDA 137B 2024.07	-	68.1
Claude 2 2024.07	-	87.5
Mixtral-8x22B-Instruct 2024.07	-	82.2
DeepSeek-V2 236B 2024.07	-	86.7
Atlas 11B 2024.07	-	56.9
RECOMP 20B 2024.07	-	59
RePlug 65B 2024.07	-	72.6
RA-DIT 65B 2024.07	-	75.4
GenRead 2024.07	-	66.2
Retrieve-Read 2024.07	-	61.4
ReFeed 2024.07	-	68.9