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Best model: PAAG

Best model: Cardal

Best model: KGT5

Best model: STM

Best model: BioLinkBERT (large)

Best model: BioLinkBERT (large)

Best model: Gemma-7B

Best model: Custom Legal-BERT

Best model: Fast Weight Memory

Best model: Fast Weight Memory

Best model: MuCoT

Best model: NSE

Best model: Gated-Attention Reader

Best model: G-DAUG-Combo + RoBERTa-Large

Best model: SubGTR

Best model: WebQA

Best model: TOME-2

Best model: FiD

Best model: PaLM 540B (finetuned)

Best model: GPT-3 175B (few-shot, k=32)

Best model: QDGAT (ensemble)

Best model: Vector Database (ChromaDB)

Best model: BART fine-tuned on FairytaleQA

Best model: ELASTIC (RoBERTa-large)

Best model: GeoQA2

Best model: ChatGPT

Best model: Beam Retrieval

Best model: BM25+CE

Best model: MAFiD

Best model: BERT-Japanese

Best model: Claude-3.5-Sonnet (ReAct)

Best model: TP-Transformer

Best model: syntax, frame, coreference, and word embedding features

Best model: MedMobile (3.8B)

Best model: DRAGON + BioLinkBERT

Best model: T5-small+prolog

Best model: RGX

Best model: PaLM 540B (finetuned)

Best model: RoBERTa-large Tagger + LIQUID (Ensemble)

Best model: Masque (NarrativeQA + MS MARCO)

Best model: Atlas (full, Wiki-dec-2018 index)

Best model: DensePhrases

Best model: DPR

Best model: OpenAI/o3-mini-2025-01-31-high

Best model: FLAN 137B (zero-shot)

Best model: Fusion Retriever+ETC

Best model: GPT-4o-2024-08-06-128k

Best model: LLaMA 65B (0-shot)

Best model: SelfRAG-7b

Best model: BioMedGPT-10B

Best model: BioGPT-Large(1.5B)

Best model: Attentive LSTM

Best model: Longformer Encoder Decoder (base)

Best model: FlowQA (single model)

Best model: DeBERTa (large)

Best model: multimodal+LXMERT+ConstrainedMaxPooling

Best model: XLNet-large

Best model: HyperQA

Best model: LLaMA 65B (zero-shot)

Best model: CREMA

Best model: LUKE

Best model: T5-11B

Best model: XLNet (single model)

Best model: TP-MANN

Best model: Neo-6B (QA + WS)

Best model: BLOOMZ

Best model: PaLM 2 (few-shot, CoT, SC)

Best model: DeBERTaV3large

Best model: TagOp

Best model: QAap

Best model: ECONET

Best model: TANDA DeBERTa-V3-Large + ALL

Best model: PaLM 2-L (one-shot)

Best model: CoA

Best model: ByT5

Best model: Bing Chat

Best model: FiE+PAQ

Best model: ChatGPT

Best model: BigBird-etc

Best model: TANDA-RoBERTa (ASNQ, WikiQA)

Best model: TabSQLify (col+row)

Best model: sMIM (1024) +