Open-ended Question Answering

Benchmarks

Dataset Name	SOTA Method	Metric
ConFiQA (test)	ProbeRAG	F1 Score95.7	36	4d ago
ActivityNet		Accuracy62.3	29	1mo ago
Vad-Reasoning-Plus	Qwen3VL-Thinking	BLEU-30.106	27	1mo ago
MSVD	MiniGPT4-Video	Accuracy73.92	22	1mo ago
TruthfulQA	MoLaCE	Neutral Accuracy74.24	15	1mo ago
SAGE Web Search		Weighted Recall (Com. Sci.)35.1	12	1mo ago
MMAD (test)	MAU-GPT	ROUGE-10.7026	12	1mo ago
HybridQA (test)	ToT	Accuracy91	11	1mo ago
MoreHopQA (test)	RouteGoT	Accuracy77	11	1mo ago
HotpotQA (test)	RouteGoT	Accuracy88	11	1mo ago
TREC-DL-NF (S5)	MinosEval	Kendall's Tau (K)68.61	11	1mo ago
ANTIQUE (S5)	MinosEval	Kendall's Tau (K)65.97	11	1mo ago
Proposed LLM-based evaluation benchmark OEQ		Completeness96.9	9	1mo ago
QAEGO4D (test)	GroundVQAB	ROUGE30.4	9	1mo ago
CrossAlpaca-Eval en 2.0	Qwen2.5-7B-Instruction	GPT-4o Score8.58	8	4d ago
Earth Observation	Qwen3	Judge Score97.05	7	3d ago
TGIF	MiniGPT4-Video	Accuracy0.7222	6	1mo ago
Satcom Open-Ended	Qwen3	Judge Score83	5	3d ago
EO and Earth Sciences Open-Ended QA with Context	Qwen3	Judge Score81.81	5	3d ago
EO and Earth Sciences Open-Ended QA	EVE-Instruct	Judge Score96.4	5	3d ago
VinDr subset	LobA	F1 Score54.2	5	1mo ago
CrossAlpaca-Eval zh 2.0	Qwen2.5-7B-AdaMCOT	GPT-4o Score8.53	4	4d ago
AGMMU Open-Ended (test)	AgriChat	BLEU-443	4	1mo ago

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