| --- |
| license: other |
| base_model: nvidia/mit-b0 |
| tags: |
| - generated_from_keras_callback |
| model-index: |
| - name: IslemTouati/scene_segmentation |
| results: [] |
| --- |
| |
| <!-- This model card has been generated automatically according to the information Keras had access to. You should |
| probably proofread and complete it, then remove this comment. --> |
|
|
| # IslemTouati/scene_segmentation |
| |
| This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on an unknown dataset. |
| It achieves the following results on the evaluation set: |
| - Train Loss: nan |
| - Validation Loss: nan |
| - Validation Mean Iou: 0.0038 |
| - Validation Mean Accuracy: 0.0238 |
| - Validation Overall Accuracy: 0.1957 |
| - Validation Accuracy Wall: 1.0 |
| - Validation Accuracy Building: 0.0 |
| - Validation Accuracy Sky: 0.0 |
| - Validation Accuracy Floor: 0.0 |
| - Validation Accuracy Tree: 0.0 |
| - Validation Accuracy Ceiling: 0.0 |
| - Validation Accuracy Road: nan |
| - Validation Accuracy Bed : 0.0 |
| - Validation Accuracy Windowpane: 0.0 |
| - Validation Accuracy Grass: 0.0 |
| - Validation Accuracy Cabinet: 0.0 |
| - Validation Accuracy Sidewalk: 0.0 |
| - Validation Accuracy Person: 0.0 |
| - Validation Accuracy Earth: nan |
| - Validation Accuracy Door: 0.0 |
| - Validation Accuracy Table: 0.0 |
| - Validation Accuracy Mountain: 0.0 |
| - Validation Accuracy Plant: 0.0 |
| - Validation Accuracy Curtain: 0.0 |
| - Validation Accuracy Chair: 0.0 |
| - Validation Accuracy Car: 0.0 |
| - Validation Accuracy Water: 0.0 |
| - Validation Accuracy Painting: nan |
| - Validation Accuracy Sofa: nan |
| - Validation Accuracy Shelf: 0.0 |
| - Validation Accuracy House: nan |
| - Validation Accuracy Sea: nan |
| - Validation Accuracy Mirror: nan |
| - Validation Accuracy Rug: 0.0 |
| - Validation Accuracy Field: nan |
| - Validation Accuracy Armchair: nan |
| - Validation Accuracy Seat: 0.0 |
| - Validation Accuracy Fence: nan |
| - Validation Accuracy Desk: 0.0 |
| - Validation Accuracy Rock: nan |
| - Validation Accuracy Wardrobe: nan |
| - Validation Accuracy Lamp: nan |
| - Validation Accuracy Bathtub: nan |
| - Validation Accuracy Railing: nan |
| - Validation Accuracy Cushion: nan |
| - Validation Accuracy Base: nan |
| - Validation Accuracy Box: nan |
| - Validation Accuracy Column: 0.0 |
| - Validation Accuracy Signboard: 0.0 |
| - Validation Accuracy Chest of drawers: nan |
| - Validation Accuracy Counter: 0.0 |
| - Validation Accuracy Sand: nan |
| - Validation Accuracy Sink: nan |
| - Validation Accuracy Skyscraper: nan |
| - Validation Accuracy Fireplace: 0.0 |
| - Validation Accuracy Refrigerator: nan |
| - Validation Accuracy Grandstand: 0.0 |
| - Validation Accuracy Path: nan |
| - Validation Accuracy Stairs: nan |
| - Validation Accuracy Runway: nan |
| - Validation Accuracy Case: nan |
| - Validation Accuracy Pool table: nan |
| - Validation Accuracy Pillow: nan |
| - Validation Accuracy Screen door: nan |
| - Validation Accuracy Stairway: 0.0 |
| - Validation Accuracy River: nan |
| - Validation Accuracy Bridge: nan |
| - Validation Accuracy Bookcase: nan |
| - Validation Accuracy Blind: nan |
| - Validation Accuracy Coffee table: nan |
| - Validation Accuracy Toilet: nan |
| - Validation Accuracy Flower: nan |
| - Validation Accuracy Book: 0.0 |
| - Validation Accuracy Hill: nan |
| - Validation Accuracy Bench: nan |
| - Validation Accuracy Countertop: 0.0 |
| - Validation Accuracy Stove: 0.0 |
| - Validation Accuracy Palm: nan |
| - Validation Accuracy Kitchen island: nan |
| - Validation Accuracy Computer: nan |
| - Validation Accuracy Swivel chair: 0.0 |
| - Validation Accuracy Boat: nan |
| - Validation Accuracy Bar: nan |
| - Validation Accuracy Arcade machine: nan |
| - Validation Accuracy Hovel: nan |
| - Validation Accuracy Bus: nan |
| - Validation Accuracy Towel: 0.0 |
| - Validation Accuracy Light: nan |
| - Validation Accuracy Truck: nan |
| - Validation Accuracy Tower: nan |
| - Validation Accuracy Chandelier: 0.0 |
| - Validation Accuracy Awning: 0.0 |
| - Validation Accuracy Streetlight: nan |
| - Validation Accuracy Booth: nan |
| - Validation Accuracy Television receiver: nan |
| - Validation Accuracy Airplane: nan |
| - Validation Accuracy Dirt track: nan |
| - Validation Accuracy Apparel: nan |
| - Validation Accuracy Pole: nan |
| - Validation Accuracy Land: nan |
| - Validation Accuracy Bannister: nan |
| - Validation Accuracy Escalator: nan |
| - Validation Accuracy Ottoman: nan |
| - Validation Accuracy Bottle: nan |
| - Validation Accuracy Buffet: nan |
| - Validation Accuracy Poster: nan |
| - Validation Accuracy Stage: nan |
| - Validation Accuracy Van: nan |
| - Validation Accuracy Ship: nan |
| - Validation Accuracy Fountain: nan |
| - Validation Accuracy Conveyer belt: nan |
| - Validation Accuracy Canopy: nan |
| - Validation Accuracy Washer: nan |
| - Validation Accuracy Plaything: nan |
| - Validation Accuracy Swimming pool: nan |
| - Validation Accuracy Stool: nan |
| - Validation Accuracy Barrel: nan |
| - Validation Accuracy Basket: nan |
| - Validation Accuracy Waterfall: nan |
| - Validation Accuracy Tent: nan |
| - Validation Accuracy Bag: 0.0 |
| - Validation Accuracy Minibike: nan |
| - Validation Accuracy Cradle: nan |
| - Validation Accuracy Oven: nan |
| - Validation Accuracy Ball: nan |
| - Validation Accuracy Food: nan |
| - Validation Accuracy Step: nan |
| - Validation Accuracy Tank: nan |
| - Validation Accuracy Trade name: 0.0 |
| - Validation Accuracy Microwave: nan |
| - Validation Accuracy Pot: nan |
| - Validation Accuracy Animal: 0.0 |
| - Validation Accuracy Bicycle: nan |
| - Validation Accuracy Lake: nan |
| - Validation Accuracy Dishwasher: nan |
| - Validation Accuracy Screen: nan |
| - Validation Accuracy Blanket: nan |
| - Validation Accuracy Sculpture: 0.0 |
| - Validation Accuracy Hood: nan |
| - Validation Accuracy Sconce: nan |
| - Validation Accuracy Vase: 0.0 |
| - Validation Accuracy Traffic light: nan |
| - Validation Accuracy Tray: nan |
| - Validation Accuracy Ashcan: nan |
| - Validation Accuracy Fan: nan |
| - Validation Accuracy Pier: nan |
| - Validation Accuracy Crt screen: nan |
| - Validation Accuracy Plate: nan |
| - Validation Accuracy Monitor: nan |
| - Validation Accuracy Bulletin board: nan |
| - Validation Accuracy Shower: nan |
| - Validation Accuracy Radiator: nan |
| - Validation Accuracy Glass: nan |
| - Validation Accuracy Clock: nan |
| - Validation Accuracy Flag: nan |
| - Validation Iou Wall: 0.1579 |
| - Validation Iou Building: 0.0 |
| - Validation Iou Sky: 0.0 |
| - Validation Iou Floor: 0.0 |
| - Validation Iou Tree: 0.0 |
| - Validation Iou Ceiling: 0.0 |
| - Validation Iou Road: nan |
| - Validation Iou Bed : 0.0 |
| - Validation Iou Windowpane: 0.0 |
| - Validation Iou Grass: 0.0 |
| - Validation Iou Cabinet: 0.0 |
| - Validation Iou Sidewalk: 0.0 |
| - Validation Iou Person: 0.0 |
| - Validation Iou Earth: nan |
| - Validation Iou Door: 0.0 |
| - Validation Iou Table: 0.0 |
| - Validation Iou Mountain: 0.0 |
| - Validation Iou Plant: 0.0 |
| - Validation Iou Curtain: 0.0 |
| - Validation Iou Chair: 0.0 |
| - Validation Iou Car: 0.0 |
| - Validation Iou Water: 0.0 |
| - Validation Iou Painting: nan |
| - Validation Iou Sofa: nan |
| - Validation Iou Shelf: 0.0 |
| - Validation Iou House: nan |
| - Validation Iou Sea: nan |
| - Validation Iou Mirror: nan |
| - Validation Iou Rug: 0.0 |
| - Validation Iou Field: nan |
| - Validation Iou Armchair: nan |
| - Validation Iou Seat: 0.0 |
| - Validation Iou Fence: nan |
| - Validation Iou Desk: 0.0 |
| - Validation Iou Rock: nan |
| - Validation Iou Wardrobe: nan |
| - Validation Iou Lamp: nan |
| - Validation Iou Bathtub: nan |
| - Validation Iou Railing: nan |
| - Validation Iou Cushion: nan |
| - Validation Iou Base: nan |
| - Validation Iou Box: nan |
| - Validation Iou Column: 0.0 |
| - Validation Iou Signboard: 0.0 |
| - Validation Iou Chest of drawers: nan |
| - Validation Iou Counter: 0.0 |
| - Validation Iou Sand: nan |
| - Validation Iou Sink: nan |
| - Validation Iou Skyscraper: nan |
| - Validation Iou Fireplace: 0.0 |
| - Validation Iou Refrigerator: nan |
| - Validation Iou Grandstand: 0.0 |
| - Validation Iou Path: nan |
| - Validation Iou Stairs: nan |
| - Validation Iou Runway: nan |
| - Validation Iou Case: nan |
| - Validation Iou Pool table: nan |
| - Validation Iou Pillow: nan |
| - Validation Iou Screen door: nan |
| - Validation Iou Stairway: 0.0 |
| - Validation Iou River: nan |
| - Validation Iou Bridge: nan |
| - Validation Iou Bookcase: nan |
| - Validation Iou Blind: nan |
| - Validation Iou Coffee table: nan |
| - Validation Iou Toilet: nan |
| - Validation Iou Flower: nan |
| - Validation Iou Book: 0.0 |
| - Validation Iou Hill: nan |
| - Validation Iou Bench: nan |
| - Validation Iou Countertop: 0.0 |
| - Validation Iou Stove: 0.0 |
| - Validation Iou Palm: nan |
| - Validation Iou Kitchen island: nan |
| - Validation Iou Computer: nan |
| - Validation Iou Swivel chair: 0.0 |
| - Validation Iou Boat: nan |
| - Validation Iou Bar: nan |
| - Validation Iou Arcade machine: nan |
| - Validation Iou Hovel: nan |
| - Validation Iou Bus: nan |
| - Validation Iou Towel: 0.0 |
| - Validation Iou Light: nan |
| - Validation Iou Truck: nan |
| - Validation Iou Tower: nan |
| - Validation Iou Chandelier: 0.0 |
| - Validation Iou Awning: 0.0 |
| - Validation Iou Streetlight: nan |
| - Validation Iou Booth: nan |
| - Validation Iou Television receiver: nan |
| - Validation Iou Airplane: nan |
| - Validation Iou Dirt track: nan |
| - Validation Iou Apparel: nan |
| - Validation Iou Pole: nan |
| - Validation Iou Land: nan |
| - Validation Iou Bannister: nan |
| - Validation Iou Escalator: nan |
| - Validation Iou Ottoman: nan |
| - Validation Iou Bottle: nan |
| - Validation Iou Buffet: nan |
| - Validation Iou Poster: nan |
| - Validation Iou Stage: nan |
| - Validation Iou Van: nan |
| - Validation Iou Ship: nan |
| - Validation Iou Fountain: nan |
| - Validation Iou Conveyer belt: nan |
| - Validation Iou Canopy: nan |
| - Validation Iou Washer: nan |
| - Validation Iou Plaything: nan |
| - Validation Iou Swimming pool: nan |
| - Validation Iou Stool: nan |
| - Validation Iou Barrel: nan |
| - Validation Iou Basket: nan |
| - Validation Iou Waterfall: nan |
| - Validation Iou Tent: nan |
| - Validation Iou Bag: 0.0 |
| - Validation Iou Minibike: nan |
| - Validation Iou Cradle: nan |
| - Validation Iou Oven: nan |
| - Validation Iou Ball: nan |
| - Validation Iou Food: nan |
| - Validation Iou Step: nan |
| - Validation Iou Tank: nan |
| - Validation Iou Trade name: 0.0 |
| - Validation Iou Microwave: nan |
| - Validation Iou Pot: nan |
| - Validation Iou Animal: 0.0 |
| - Validation Iou Bicycle: nan |
| - Validation Iou Lake: nan |
| - Validation Iou Dishwasher: nan |
| - Validation Iou Screen: nan |
| - Validation Iou Blanket: nan |
| - Validation Iou Sculpture: 0.0 |
| - Validation Iou Hood: nan |
| - Validation Iou Sconce: nan |
| - Validation Iou Vase: 0.0 |
| - Validation Iou Traffic light: nan |
| - Validation Iou Tray: nan |
| - Validation Iou Ashcan: nan |
| - Validation Iou Fan: nan |
| - Validation Iou Pier: nan |
| - Validation Iou Crt screen: nan |
| - Validation Iou Plate: nan |
| - Validation Iou Monitor: nan |
| - Validation Iou Bulletin board: nan |
| - Validation Iou Shower: nan |
| - Validation Iou Radiator: nan |
| - Validation Iou Glass: nan |
| - Validation Iou Clock: nan |
| - Validation Iou Flag: nan |
| - Epoch: 0 |
| |
| ## Model description |
| |
| More information needed |
| |
| ## Intended uses & limitations |
| |
| More information needed |
| |
| ## Training and evaluation data |
| |
| More information needed |
| |
| ## Training procedure |
| |
| ### Training hyperparameters |
| |
| The following hyperparameters were used during training: |
| - optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 6e-05, 'decay_steps': 40, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01} |
| - training_precision: float32 |
|
|
| ### Training results |
|
|
| | Train Loss | Validation Loss | Validation Mean Iou | Validation Mean Accuracy | Validation Overall Accuracy | Validation Accuracy Wall | Validation Accuracy Building | Validation Accuracy Sky | Validation Accuracy Floor | Validation Accuracy Tree | Validation Accuracy Ceiling | Validation Accuracy Road | Validation Accuracy Bed | Validation Accuracy Windowpane | Validation Accuracy Grass | Validation Accuracy Cabinet | Validation Accuracy Sidewalk | Validation Accuracy Person | Validation Accuracy Earth | Validation Accuracy Door | Validation Accuracy Table | Validation Accuracy Mountain | Validation Accuracy Plant | Validation Accuracy Curtain | Validation Accuracy Chair | Validation Accuracy Car | Validation Accuracy Water | Validation Accuracy Painting | Validation Accuracy Sofa | Validation Accuracy Shelf | Validation Accuracy House | Validation Accuracy Sea | Validation Accuracy Mirror | Validation Accuracy Rug | Validation Accuracy Field | Validation Accuracy Armchair | Validation Accuracy Seat | Validation Accuracy Fence | Validation Accuracy Desk | Validation Accuracy Rock | Validation Accuracy Wardrobe | Validation Accuracy Lamp | Validation Accuracy Bathtub | Validation Accuracy Railing | Validation Accuracy Cushion | Validation Accuracy Base | Validation Accuracy Box | Validation Accuracy Column | Validation Accuracy Signboard | Validation Accuracy Chest of drawers | Validation Accuracy Counter | Validation Accuracy Sand | Validation Accuracy Sink | Validation Accuracy Skyscraper | Validation Accuracy Fireplace | Validation Accuracy Refrigerator | Validation Accuracy Grandstand | Validation Accuracy Path | Validation Accuracy Stairs | Validation Accuracy Runway | Validation Accuracy Case | Validation Accuracy Pool table | Validation Accuracy Pillow | Validation Accuracy Screen door | Validation Accuracy Stairway | Validation Accuracy River | Validation Accuracy Bridge | Validation Accuracy Bookcase | Validation Accuracy Blind | Validation Accuracy Coffee table | Validation Accuracy Toilet | Validation Accuracy Flower | Validation Accuracy Book | Validation Accuracy Hill | Validation Accuracy Bench | Validation Accuracy Countertop | Validation Accuracy Stove | Validation Accuracy Palm | Validation Accuracy Kitchen island | Validation Accuracy Computer | Validation Accuracy Swivel chair | Validation Accuracy Boat | Validation Accuracy Bar | Validation Accuracy Arcade machine | Validation Accuracy Hovel | Validation Accuracy Bus | Validation Accuracy Towel | Validation Accuracy Light | Validation Accuracy Truck | Validation Accuracy Tower | Validation Accuracy Chandelier | Validation Accuracy Awning | Validation Accuracy Streetlight | Validation Accuracy Booth | Validation Accuracy Television receiver | Validation Accuracy Airplane | Validation Accuracy Dirt track | Validation Accuracy Apparel | Validation Accuracy Pole | Validation Accuracy Land | Validation Accuracy Bannister | Validation Accuracy Escalator | Validation Accuracy Ottoman | Validation Accuracy Bottle | Validation Accuracy Buffet | Validation Accuracy Poster | Validation Accuracy Stage | Validation Accuracy Van | Validation Accuracy Ship | Validation Accuracy Fountain | Validation Accuracy Conveyer belt | Validation Accuracy Canopy | Validation Accuracy Washer | Validation Accuracy Plaything | Validation Accuracy Swimming pool | Validation Accuracy Stool | Validation Accuracy Barrel | Validation Accuracy Basket | Validation Accuracy Waterfall | Validation Accuracy Tent | Validation Accuracy Bag | Validation Accuracy Minibike | Validation Accuracy Cradle | Validation Accuracy Oven | Validation Accuracy Ball | Validation Accuracy Food | Validation Accuracy Step | Validation Accuracy Tank | Validation Accuracy Trade name | Validation Accuracy Microwave | Validation Accuracy Pot | Validation Accuracy Animal | Validation Accuracy Bicycle | Validation Accuracy Lake | Validation Accuracy Dishwasher | Validation Accuracy Screen | Validation Accuracy Blanket | Validation Accuracy Sculpture | Validation Accuracy Hood | Validation Accuracy Sconce | Validation Accuracy Vase | Validation Accuracy Traffic light | Validation Accuracy Tray | Validation Accuracy Ashcan | Validation Accuracy Fan | Validation Accuracy Pier | Validation Accuracy Crt screen | Validation Accuracy Plate | Validation Accuracy Monitor | Validation Accuracy Bulletin board | Validation Accuracy Shower | Validation Accuracy Radiator | Validation Accuracy Glass | Validation Accuracy Clock | Validation Accuracy Flag | Validation Iou Wall | Validation Iou Building | Validation Iou Sky | Validation Iou Floor | Validation Iou Tree | Validation Iou Ceiling | Validation Iou Road | Validation Iou Bed | Validation Iou Windowpane | Validation Iou Grass | Validation Iou Cabinet | Validation Iou Sidewalk | Validation Iou Person | Validation Iou Earth | Validation Iou Door | Validation Iou Table | Validation Iou Mountain | Validation Iou Plant | Validation Iou Curtain | Validation Iou Chair | Validation Iou Car | Validation Iou Water | Validation Iou Painting | Validation Iou Sofa | Validation Iou Shelf | Validation Iou House | Validation Iou Sea | Validation Iou Mirror | Validation Iou Rug | Validation Iou Field | Validation Iou Armchair | Validation Iou Seat | Validation Iou Fence | Validation Iou Desk | Validation Iou Rock | Validation Iou Wardrobe | Validation Iou Lamp | Validation Iou Bathtub | Validation Iou Railing | Validation Iou Cushion | Validation Iou Base | Validation Iou Box | Validation Iou Column | Validation Iou Signboard | Validation Iou Chest of drawers | Validation Iou Counter | Validation Iou Sand | Validation Iou Sink | Validation Iou Skyscraper | Validation Iou Fireplace | Validation Iou Refrigerator | Validation Iou Grandstand | Validation Iou Path | Validation Iou Stairs | Validation Iou Runway | Validation Iou Case | Validation Iou Pool table | Validation Iou Pillow | Validation Iou Screen door | Validation Iou Stairway | Validation Iou River | Validation Iou Bridge | Validation Iou Bookcase | Validation Iou Blind | Validation Iou Coffee table | Validation Iou Toilet | Validation Iou Flower | Validation Iou Book | Validation Iou Hill | Validation Iou Bench | Validation Iou Countertop | Validation Iou Stove | Validation Iou Palm | Validation Iou Kitchen island | Validation Iou Computer | Validation Iou Swivel chair | Validation Iou Boat | Validation Iou Bar | Validation Iou Arcade machine | Validation Iou Hovel | Validation Iou Bus | Validation Iou Towel | Validation Iou Light | Validation Iou Truck | Validation Iou Tower | Validation Iou Chandelier | Validation Iou Awning | Validation Iou Streetlight | Validation Iou Booth | Validation Iou Television receiver | Validation Iou Airplane | Validation Iou Dirt track | Validation Iou Apparel | Validation Iou Pole | Validation Iou Land | Validation Iou Bannister | Validation Iou Escalator | Validation Iou Ottoman | Validation Iou Bottle | Validation Iou Buffet | Validation Iou Poster | Validation Iou Stage | Validation Iou Van | Validation Iou Ship | Validation Iou Fountain | Validation Iou Conveyer belt | Validation Iou Canopy | Validation Iou Washer | Validation Iou Plaything | Validation Iou Swimming pool | Validation Iou Stool | Validation Iou Barrel | Validation Iou Basket | Validation Iou Waterfall | Validation Iou Tent | Validation Iou Bag | Validation Iou Minibike | Validation Iou Cradle | Validation Iou Oven | Validation Iou Ball | Validation Iou Food | Validation Iou Step | Validation Iou Tank | Validation Iou Trade name | Validation Iou Microwave | Validation Iou Pot | Validation Iou Animal | Validation Iou Bicycle | Validation Iou Lake | Validation Iou Dishwasher | Validation Iou Screen | Validation Iou Blanket | Validation Iou Sculpture | Validation Iou Hood | Validation Iou Sconce | Validation Iou Vase | Validation Iou Traffic light | Validation Iou Tray | Validation Iou Ashcan | Validation Iou Fan | Validation Iou Pier | Validation Iou Crt screen | Validation Iou Plate | Validation Iou Monitor | Validation Iou Bulletin board | Validation Iou Shower | Validation Iou Radiator | Validation Iou Glass | Validation Iou Clock | Validation Iou Flag | Epoch | |
| |:----------:|:---------------:|:-------------------:|:------------------------:|:---------------------------:|:------------------------:|:----------------------------:|:-----------------------:|:-------------------------:|:------------------------:|:---------------------------:|:------------------------:|:------------------------:|:------------------------------:|:-------------------------:|:---------------------------:|:----------------------------:|:--------------------------:|:-------------------------:|:------------------------:|:-------------------------:|:----------------------------:|:-------------------------:|:---------------------------:|:-------------------------:|:-----------------------:|:-------------------------:|:----------------------------:|:------------------------:|:-------------------------:|:-------------------------:|:-----------------------:|:--------------------------:|:-----------------------:|:-------------------------:|:----------------------------:|:------------------------:|:-------------------------:|:------------------------:|:------------------------:|:----------------------------:|:------------------------:|:---------------------------:|:---------------------------:|:---------------------------:|:------------------------:|:-----------------------:|:--------------------------:|:-----------------------------:|:------------------------------------:|:---------------------------:|:------------------------:|:------------------------:|:------------------------------:|:-----------------------------:|:--------------------------------:|:------------------------------:|:------------------------:|:--------------------------:|:--------------------------:|:------------------------:|:------------------------------:|:--------------------------:|:-------------------------------:|:----------------------------:|:-------------------------:|:--------------------------:|:----------------------------:|:-------------------------:|:--------------------------------:|:--------------------------:|:--------------------------:|:------------------------:|:------------------------:|:-------------------------:|:------------------------------:|:-------------------------:|:------------------------:|:----------------------------------:|:----------------------------:|:--------------------------------:|:------------------------:|:-----------------------:|:----------------------------------:|:-------------------------:|:-----------------------:|:-------------------------:|:-------------------------:|:-------------------------:|:-------------------------:|:------------------------------:|:--------------------------:|:-------------------------------:|:-------------------------:|:---------------------------------------:|:----------------------------:|:------------------------------:|:---------------------------:|:------------------------:|:------------------------:|:-----------------------------:|:-----------------------------:|:---------------------------:|:--------------------------:|:--------------------------:|:--------------------------:|:-------------------------:|:-----------------------:|:------------------------:|:----------------------------:|:---------------------------------:|:--------------------------:|:--------------------------:|:-----------------------------:|:---------------------------------:|:-------------------------:|:--------------------------:|:--------------------------:|:-----------------------------:|:------------------------:|:-----------------------:|:----------------------------:|:--------------------------:|:------------------------:|:------------------------:|:------------------------:|:------------------------:|:------------------------:|:------------------------------:|:-----------------------------:|:-----------------------:|:--------------------------:|:---------------------------:|:------------------------:|:------------------------------:|:--------------------------:|:---------------------------:|:-----------------------------:|:------------------------:|:--------------------------:|:------------------------:|:---------------------------------:|:------------------------:|:--------------------------:|:-----------------------:|:------------------------:|:------------------------------:|:-------------------------:|:---------------------------:|:----------------------------------:|:--------------------------:|:----------------------------:|:-------------------------:|:-------------------------:|:------------------------:|:-------------------:|:-----------------------:|:------------------:|:--------------------:|:-------------------:|:----------------------:|:-------------------:|:-------------------:|:-------------------------:|:--------------------:|:----------------------:|:-----------------------:|:---------------------:|:--------------------:|:-------------------:|:--------------------:|:-----------------------:|:--------------------:|:----------------------:|:----------------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|
| | nan | nan | 0.0038 | 0.0238 | 0.1957 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | 0.0 | nan | nan | nan | 0.0 | nan | nan | 0.0 | nan | 0.0 | nan | nan | nan | nan | nan | nan | nan | nan | 0.0 | 0.0 | nan | 0.0 | nan | nan | nan | 0.0 | nan | 0.0 | nan | nan | nan | nan | nan | nan | nan | 0.0 | nan | nan | nan | nan | nan | nan | nan | 0.0 | nan | nan | 0.0 | 0.0 | nan | nan | nan | 0.0 | nan | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | 0.0 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.0 | nan | nan | nan | nan | nan | nan | nan | 0.0 | nan | nan | 0.0 | nan | nan | nan | nan | nan | 0.0 | nan | nan | 0.0 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.1579 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | 0.0 | nan | nan | nan | 0.0 | nan | nan | 0.0 | nan | 0.0 | nan | nan | nan | nan | nan | nan | nan | nan | 0.0 | 0.0 | nan | 0.0 | nan | nan | nan | 0.0 | nan | 0.0 | nan | nan | nan | nan | nan | nan | nan | 0.0 | nan | nan | nan | nan | nan | nan | nan | 0.0 | nan | nan | 0.0 | 0.0 | nan | nan | nan | 0.0 | nan | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | 0.0 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.0 | nan | nan | nan | nan | nan | nan | nan | 0.0 | nan | nan | 0.0 | nan | nan | nan | nan | nan | 0.0 | nan | nan | 0.0 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0 | |
|
|
|
|
| ### Framework versions |
|
|
| - Transformers 4.41.2 |
| - TensorFlow 2.15.0 |
| - Datasets 2.20.0 |
| - Tokenizers 0.19.1 |
|
|
