Discourse Parsing on RST-DT

Metric: Standard Parseval (Full) (higher is better)

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#	Model↕	Standard Parseval (Full)▼	Extra Data	Paper	Date↕	Code
1	Bottom-up Llama 2 (70B)	58.1	No	Can we obtain significant success in RST discour...	2024-03-08	Code
2	Top-down Llama 2 (70B)	56	No	Can we obtain significant success in RST discour...	2024-03-08	Code
3	Bottom-up Llama 2 (13B)	56	No	Can we obtain significant success in RST discour...	2024-03-08	Code
4	Bottom-up Llama 2 (7B)	55.8	No	Can we obtain significant success in RST discour...	2024-03-08	Code
5	Top-down Llama 2 (13B)	55.6	No	Can we obtain significant success in RST discour...	2024-03-08	Code
6	Top-down (XLNet)	54.8	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
7	Top-down (DeBERTa)	54.4	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
8	Bottom-up (XLNet)	54.2	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
9	Top-down (RoBERTa)	53.8	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
10	Bottom-up (RoBERTa)	53.7	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
11	Top-down Llama 2 (7B)	53.4	No	Can we obtain significant success in RST discour...	2024-03-08	Code
12	Bottom-up (SpanBERT)	52.7	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
13	Top-down (SpanBERT)	52.2	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
14	LSTM Dynamic	50.3	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
15	End-to-end Top-down (XLNet)	50.2	No	RST Parsing from Scratch	2021-05-23	Code
16	DMRST (2021) + Cross-translation	50.1	Yes	DMRST: A Joint Framework for Document-Level Mult...	2021-10-09	Code
17	LSTM Static	49.4	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
18	Transformer (dynamic)	49.2	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
19	Transformer (static)	49	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
20	DMRST (2021)	48.6	No	DMRST: A Joint Framework for Document-Level Mult...	2021-10-09	Code
21	End-to-end Top-down (Glove)	46.8	No	RST Parsing from Scratch	2021-05-23	Code
22	Top-down (BERT)	46.6	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
23	Nguyen et al. (2021)	46.6	No	RST Parsing from Scratch	2021-05-23	Code
24	Bottom-up (BERT)	46	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code