Models with recorded evidence.

Start with a research area, drill into a vendor, or page through the full index. Vendor aliases and legacy area IDs are grouped here; original model IDs and model links stay unchanged. Only models with at least one benchmark score appear — a model without a recorded score can’t be ranked.

Vendor:Areas overview SpeakLeash · 263 Alibaba · 104 Google · 102 OpenAI · 86 Meta · 68 Microsoft · 49 Anthropic · 44 DeepSeek · 34 Mistral · 30 mistralai · 19 CYFRAGOVPL · 14 NVIDIA · 14 Zhipu AI · 13 internlm · 10 xAI · 10 ByteDance · 9 Baidu · 8 ibm-granite · 8 PLLuM · 8 allenai · 7 Amazon · 7 MiniMax · 7 Mistral AI · 7 Remek · 7 Shanghai AI Lab · 7 utter-project · 7 CohereForAI · 6 Salesforce · 6 01-ai · 5 Cohere · 5 Moonshot AI · 5 NousResearch · 5 THUML · 5 gguf-iq · 4 IBM · 4 Meituan · 4 openchat · 4 Stanford · 4 THUDM · 4 tiiuae · 4 UC San Diego · 4 VikParuchuri · 4 Allen AI · 3 BAAI · 3 Du et al. · 3 ForgeCode · 3 Fudan University · 3 gguf · 3 gguf11bv30 · 3 gguf7bv30 · 3 IDEA Research · 3 Liao et al. · 3 Moonshot.AI · 3 Nam Tuan Ly / NII · 3 OpenDataLab · 3 OPI-PG · 3 upstage · 3 ViCoS Lab Ljubljana · 3 Xiaomi · 3 Zhao et al. · 3+ 243 smaller vendors (288 models)

§ 01 · Natural Language Processing models

854 models in Natural Language Processing · page 17 of 18.

#	Model	Vendor	Parameters	Architecture	Benchmarks	Results
801	F2LLM-v2-4B	—	—	—	1	1
802	F2LLM-v2-8B	—	—	—	1	1
803	gemini-embedding-001	—	—	—	1	1
804	GIST-large-Embedding-v0	—	—	—	1	1
805	GLiNER-multitask	Knowledgator	Unknown	DeBERTa-based generalist IE model	1	1
806	Google Translate	Google	—	Transformer (NMT)	1	1
807	gpt-4-turbo-2024-04-09	Unknown	—	—	1	1
808	GritLM-7B	—	—	—	1	1
809	GritLM-8x7B	—	—	—	1	1
810	gte-Qwen2-1.5B-instruct	—	—	—	1	1
811	Hanvon_model (single model)	Hanvon_WuHan	—	—	1	1
812	ICT-TIME-and-Querit-embedding-v1	—	—	—	1	1
813	Insight-baseline-BERT (single model)	PAII Insight Team	—	—	1	1
814	jasper_en_vision_language_v1	—	—	—	1	1
815	Jasper-Token-Compression-600M	—	—	—	1	1
816	jina-embeddings-v3	Jina AI	570M	Transformer with task LoRA	1	1
817	jina-embeddings-v5-omni-nano	—	—	—	1	1
818	jina-embeddings-v5-omni-small	—	—	—	1	1
819	jina-embeddings-v5-text-nano	—	—	—	1	1
820	jina-embeddings-v5-text-small	—	—	—	1	1
821	jina-reranker-v2-base-multilingual	Jina AI	278M	Transformer (multilingual cross-encoder)	1	1
822	KaLM-embedding-multilingual-mini-instruct-v2.5	—	—	—	1	1
823	LGAI-Embedding-Preview	—	—	—	1	1
824	Linq-Embed-Mistral	—	—	—	1	1
825	Logistic Regression (SQuAD baseline)	Stanford NLP	—	—	1	1
826	mDeBERTa-v3-base	Microsoft	86M	DeBERTa-v3 (multilingual)	1	1
827	ModernBERT (large)	—	—	—	1	1
828	MonoT5-3B	Castorini (Waterloo)	3B	T5-3B (seq2seq reranker)	1	1
829	mxbai-embed-large-v1	—	—	—	1	1
830	NLLB-3.3B	Meta	3.3B	Transformer (dense MT)	1	1
831	NV-Embed-v1	—	—	—	1	1
832	PaLM 2 (Large)	Google	Unknown	Transformer (decoder-only)	1	1
833	Qwen3-Embedding-0.6B	—	—	—	1	1
834	Qwen3-Embedding-4B	—	—	—	1	1
835	Qwen3-Embedding-8B	—	—	—	1	1
836	QZhou-Embedding	—	—	—	1	1
837	RankLLaMA-7B	Castorini (Waterloo)	7B	LLaMA-2-7B (pointwise reranker)	1	1
838	RoBERTa-large	Meta	355M	BERT-large (robustly optimized)	1	1
839	RoBERTa (single model)	Meta	—	—	1	1
840	RoBERTa+Verify (single model)	CW	—	—	1	1
841	SFR-Embedding-Mistral	—	—	—	1	1
842	SLQA+ (single model)	Alibaba iDST	—	—	1	1
843	SpanBERT (single model)	FAIR & UW	—	—	1	1
844	stella_en_1.5B_v5	—	—	—	1	1
845	stella_en_400M_v5	—	—	—	1	1
846	TAPAS-large	Google	340M	BERT-large (table-augmented)	1	1
847	text-embedding-3-large	OpenAI	—	Transformer	1	1
848	UAE-Large-V1	—	—	—	1	1
849	Vega v2 (6B)	JD Explore Academy	—	—	1	1
850	voyage-3-large	Voyage AI	—	Transformer	1	1