Discourse Parsing on Instructional-DT (Instr-DT)

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

LeaderboardDataset

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#	Model↕	Standard Parseval (Span)▼	Extra Data	Paper	Date↕	Code
1	Bottom-up (DeBERTa)	77.8	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
2	Top-down (DeBERTa)	77.3	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
3	Top-down (RoBERTa)	75.7	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
4	Top-down (XLNet)	74.3	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
5	Top-down (SpanBERT)	73.7	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
6	Bottom-up (XLNet)	73.6	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
7	Bottom-up (RoBERTa)	73.2	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
8	Bottom-up (SpanBERT)	72.9	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
9	Bottom-up (BERT)	66.6	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
10	Guz et al. (2020) (pretrained)	65.41	No	Unleashing the Power of Neural Discourse Parsers...	2020-11-06	-
11	Top-down (BERT)	65.3	No	A Simple and Strong Baseline for End-to-End Neur...	2022-10-15	Code
12	Guz et al. (2020)	64.55	No	Unleashing the Power of Neural Discourse Parsers...	2020-11-06	-

#1Bottom-up (DeBERTa)SOTA
77.8
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#2Top-down (DeBERTa)
77.3
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#3Top-down (RoBERTa)
75.7
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#4Top-down (XLNet)
74.3
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#5Top-down (SpanBERT)
73.7
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#6Bottom-up (XLNet)
73.6
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#7Bottom-up (RoBERTa)
73.2
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#8Bottom-up (SpanBERT)
72.9
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#9Bottom-up (BERT)
66.6
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#10Guz et al. (2020) (pretrained)SOTA
65.41
Standard Parseval (Span)· 2020-11-06
Unleashing the Power of Neural Discourse Parsers -- A Context and Structure Aware Approach Using Large Scale Pretraining
#11Top-down (BERT)
65.3
Standard Parseval (Span)· 2022-10-15
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Code
#12Guz et al. (2020)
64.55
Standard Parseval (Span)· 2020-11-06
Unleashing the Power of Neural Discourse Parsers -- A Context and Structure Aware Approach Using Large Scale Pretraining