Discourse Parsing on RST-DT

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

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#	Model↕	Standard Parseval (Nuclearity)▼	Extra Data	Paper	Date↕	Code
1	Bottom-up Llama 2 (70B)	70.4	No	Can we obtain significant success in RST discour...	2024-03-08	Code
2	Top-down Llama 2 (70B)	68.7	No	Can we obtain significant success in RST discour...	2024-03-08	Code
3	Bottom-up Llama 2 (13B)	68.1	No	Can we obtain significant success in RST discour...	2024-03-08	Code
4	Top-down Llama 2 (13B)	67.9	No	Can we obtain significant success in RST discour...	2024-03-08	Code
5	Top-down (DeBERTa)	67.9	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
6	Bottom-up Llama 2 (7B)	67.5	No	Can we obtain significant success in RST discour...	2024-03-08	Code
7	Top-down (XLNet)	67.4	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
8	Top-down (RoBERTa)	66.6	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
9	Bottom-up (RoBERTa)	66.5	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
10	Bottom-up (XLNet)	65.9	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
11	Top-down Llama 2 (7B)	65.4	No	Can we obtain significant success in RST discour...	2024-03-08	Code
12	Top-down (SpanBERT)	65.4	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
13	Bottom-up (SpanBERT)	65.3	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
14	End-to-end Top-down (XLNet)	64.3	No	RST Parsing from Scratch	2021-05-23	Code
15	LSTM Dynamic	62.3	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
16	Guz et al. (2020) (pretrained)	61.86	No	Unleashing the Power of Neural Discourse Parsers...	2020-11-06	-
17	LSTM Static	61.7	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
18	Guz et al. (2020)	61.38	No	Unleashing the Power of Neural Discourse Parsers...	2020-11-06	-
19	DMRST (2021) + Cross-translation	60.6	Yes	DMRST: A Joint Framework for Document-Level Mult...	2021-10-09	Code
20	Transformer (dynamic)	60.1	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
21	Transformer (static)	59.9	No	Top-down Discourse Parsing via Sequence Labelling	2021-02-03	Code
22	End-to-end Top-down (Glove)	59.6	No	RST Parsing from Scratch	2021-05-23	Code
23	DMRST (2021)	59.4	No	DMRST: A Joint Framework for Document-Level Mult...	2021-10-09	Code
24	Top-down (BERT)	59.1	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
25	Nguyen et al. (2021)	59.1	No	RST Parsing from Scratch	2021-05-23	Code
26	Bottom-up (BERT)	57.8	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code