Discourse Parsing on Instructional-DT (Instr-DT)

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

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#	Model↕	Standard Parseval (Nuclearity)▼	Extra Data	Paper	Date↕	Code
1	Bottom-up (DeBERTa)	60	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
2	Top-down (DeBERTa)	57.9	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
3	Bottom-up (XLNet)	56.4	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
4	Top-down (RoBERTa)	56.1	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
5	Bottom-up (RoBERTa)	55.5	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
6	Top-down (XLNet)	55.2	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
7	Top-down (SpanBERT)	54.5	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
8	Bottom-up (SpanBERT)	53.8	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
9	Guz et al. (2020) (pretrained)	46.59	No	Unleashing the Power of Neural Discourse Parsers...	2020-11-06	-
10	Bottom-up (BERT)	46.3	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
11	Top-down (BERT)	44.6	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
12	Guz et al. (2020)	44.41	No	Unleashing the Power of Neural Discourse Parsers...	2020-11-06	-

#1Bottom-up (DeBERTa)SOTA
60
Standard Parseval (Nuclearity)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#2Top-down (DeBERTa)
57.9
Standard Parseval (Nuclearity)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#3Bottom-up (XLNet)
56.4
Standard Parseval (Nuclearity)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#4Top-down (RoBERTa)
56.1
Standard Parseval (Nuclearity)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#5Bottom-up (RoBERTa)
55.5
Standard Parseval (Nuclearity)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#6Top-down (XLNet)
55.2
Standard Parseval (Nuclearity)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#7Top-down (SpanBERT)
54.5
Standard Parseval (Nuclearity)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#8Bottom-up (SpanBERT)
53.8
Standard Parseval (Nuclearity)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#9Guz et al. (2020) (pretrained)SOTA
46.59
Standard Parseval (Nuclearity)· 2020-11-06
Unleashing the Power of Neural Discourse Parsers -- A Context and Structure Aware Approach Using Large Scale Pretraining
#10Bottom-up (BERT)
46.3
Standard Parseval (Nuclearity)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#11Top-down (BERT)
44.6
Standard Parseval (Nuclearity)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#12Guz et al. (2020)
44.41
Standard Parseval (Nuclearity)· 2020-11-06
Unleashing the Power of Neural Discourse Parsers -- A Context and Structure Aware Approach Using Large Scale Pretraining