Offensive-ell-Zampieri
Task Identifier: offensive-2020-zampieri-ell
Cluster: Anti-Social
Data Type: ell
Score Metric: Macro-F1
Paper/GitHub/Website URL:


RankSubmission Title Model
URL
Score
Details
1
Finetuned LMs mBERT
80.6361
2
Finetuned LMs Bernice
79.6251
3
Finetuned LMs InfoDCL
79.1307
4
Finetuned LMs XLM-Twitter
78.8908
5
Finetuned LMs XLM-RoBERTa-Large
77.1809
6
Finetuned LMs TwHIN-BERT
76.998
7
Finetuned LMs XLM-RoBERTa-Base
76.9078
8
Zero-shot Chatgpt
60.9375
9
five-shot in-context learning Vicuna-7B
57.488
10
three-shot in-context learning Vicuna-7B
52.9762
11
five-shot in-context learning LLaMA-7B
48.788
12
three-shot in-context learning LLaMA-7B
48.2926
13
Zero-shot Vicuna-7B
48.2108
14
Zero-shot BLOOMZ-P3-7B
46.7145
15
five-shot in-context learning BLOOM-7B
46.5676
16
Baseline Majority
45.7484
17
three-shot in-context learning BLOOM-7B
45.6256
18
Zero-shot BLOOM-7B
45.4744
19
five-shot in-context learning mT0-XL
45.4744
20
five-shot in-context learning BLOOMZ-P3-7B
45.4744
21
three-shot in-context learning mT0-XL
45.4744
22
three-shot in-context learning BLOOMZ-P3-7B
45.4744
23
Zero-shot BLOOMZ-7B
45.4744
24
Zero-shot Bactrian-LLaMA-7B
45.4744
25
Zero-shot LLaMA-7B
45.4744
26
Zero-shot mT0-XL
45.4744
27
Zero-shot Bactrian-BLOOM
45.4744
28
five-shot in-context learning mT5-XL
41.484
29
Baseline Random
41.2429
30
Zero-shot Chatgpt with translated prompts
34.9789
31
Zero-shot mT5-XL
33.9937
32
three-shot in-context learning mT5-XL
25.1569
33
Zero-shot Alpaca-7B
14.2367