Discourse Parsing on RST-DT

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

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#	Model↕	Standard Parseval (Span)▼	Extra Data	Paper	Date↕	Code
1	Bottom-up Llama 2 (70B)	79.8	No	Can we obtain significant success in RST discour...	2024-03-08	Code
2	Top-down Llama 2 (70B)	78.8	No	Can we obtain significant success in RST discour...	2024-03-08	Code
3	Top-down Llama 2 (13B)	78.6	No	Can we obtain significant success in RST discour...	2024-03-08	Code
4	Top-down (DeBERTa)	78.5	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
5	Bottom-up Llama 2 (13B)	78.3	No	Can we obtain significant success in RST discour...	2024-03-08	Code
6	Bottom-up Llama 2 (7B)	78.2	No	Can we obtain significant success in RST discour...	2024-03-08	Code
7	Top-down (XLNet)	77.8	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
8	Top-down (RoBERTa)	77.3	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
9	Top-down (SpanBERT)	76.5	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
10	Top-down Llama 2 (7B)	76.3	No	Can we obtain significant success in RST discour...	2024-03-08	Code
11	Bottom-up (RoBERTa)	76.1	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
12	End-to-end Top-down (XLNet)	74.3	No	RST Parsing from Scratch	2021-05-23	Code
13	LSTM Dynamic	73.1	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
14	Guz et al. (2020) (pretrained)	72.94	No	Unleashing the Power of Neural Discourse Parsers...	2020-11-06	-
15	LSTM Static	72.7	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
16	Guz et al. (2020)	72.43	No	-	-	-
17	Guz et al. (2020)	72.43	No	-	-	-
18	End-to-end Top-down (Glove)	71.1	No	RST Parsing from Scratch	2021-05-23	Code
19	Transformer (static)	70.6	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
20	DMRST (2021) + Cross-translation	70.4	Yes	DMRST: A Joint Framework for Document-Level Mult...	2021-10-09	Code
21	Transformer (dynamic)	70.2	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
22	Top-down (BERT)	69.8	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
23	DMRST (2021)	69.8	No	DMRST: A Joint Framework for Document-Level Mult...	2021-10-09	Code
24	Nguyen et al. (2021)	68.4	No	RST Parsing from Scratch	2021-05-23	Code
25	Bottom-up (BERT)	68.3	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code